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ORCIDCoRR, March 2018
- Longquan Dai, Mengke Yuan, Xiaopeng Zhang:
Speeding Up the Bilateral Filter: A Joint Acceleration Way. - Longquan Dai, Mengke Yuan, Zechao Li, Xiaopeng Zhang, Jinhui Tang:
Hardware-Efficient Guided Image Filtering For Multi-Label Problem. - Jayadev Acharya, Gautam Kamath, Ziteng Sun, Huanyu Zhang:
INSPECTRE: Privately Estimating the Unseen. - A. M. R. R. Bandara, Lochandaka Ranathunga, Nor Aniza Abdullah:
A Feature Clustering Approach Based on Histogram of Oriented Optical Flow and Superpixels. - A. M. R. R. Bandara, P. W. G. R. M. P. B. Giragama:
A Retinal Image Enhancement Technique for Blood Vessel Segmentation Algorithm. - A. M. R. R. Bandara, Lochandaka Ranathunga, Nor Aniza Abdullah:
Invariant properties of a locally salient dither pattern with a spatial-chromatic histogram. - A. M. R. R. Bandara, K. A. S. H. Kulathilake Rajarata, P. W. G. R. M. P. B. Giragama:
Super-Efficient Spatially Adaptive Contrast Enhancement Algorithm for Superficial Vein Imaging. - Arman C. Kizilkale, Rabih Salhab, Roland P. Malhamé:
An integral control formulation of Mean-field game based large scale coordination of loads in smart grids. - Syed Arshad Ali, Mansaf Alam:
Resource-Aware Min-Min (RAMM) Algorithm for Resource Allocation in Cloud Computing Environment. - Janine C. Mergel, Riad Sahli
, Julien Scheibert, Roger A. Sauer:
Continuum contact models for coupled adhesion and friction. - Myle Ott, Michael Auli, David Grangier, Marc'Aurelio Ranzato:
Analyzing Uncertainty in Neural Machine Translation. - Ra'Fat Al-Msie'deen:
Automatic Labeling of the Object-oriented Source Code: The Lotus Approach. - Thomas Vogel, Jens Bruhn, Guido Wirtz:
Autonomous Reconfiguration Procedures for EJB-based Enterprise Applications. - Ryan Marcus, Olga Papaemmanouil:
Deep Reinforcement Learning for Join Order Enumeration. - Pelin Dogan, Boyang Li, Leonid Sigal, Markus H. Gross:
LSTM stack-based Neural Multi-sequence Alignment TeCHnique (NeuMATCH). - Janusz Dybizbanski, Andrzej Szepietowski:
Hamiltonian cycles in hypercubes with faulty edges. - Alan Mackey, Xiyang Luo, Elad Eban:
Constrained Classification and Ranking via Quantiles. - Luan Tran, Kihyuk Sohn, Xiang Yu, Xiaoming Liu, Manmohan Chandraker:
Joint Pixel and Feature-level Domain Adaptation in the Wild. - Anas M. Al-Oraiqat, Evgeniy A. Bashkov, Sergey A. Zori:
Resolution Improvement of the Common Method for Presentating Arbitrary Space Curves Voxel. - Tailing Yuan, Zhe Zhu, Kun Xu, Cheng-Jun Li, Shi-Min Hu:
Chinese Text in the Wild. - Souvik Sengupta, Jordi Garcia, Xavier Masip-Bruin:
A Literature Survey on Ontology of Different Computing Platforms in Smart Environments. - Murat Cubuktepe, Ufuk Topcu:
Verification of Markov Decision Processes with Risk-Sensitive Measures. - Quynh Nguyen, Mahesh Chandra Mukkamala, Matthias Hein:
Neural Networks Should Be Wide Enough to Learn Disconnected Decision Regions. - Carlos Gilarranz Casado, Maximo Loizu Cisquella, Sergio Altares López:
Intelligent Irrigation System Based on Arduino. - Vladimir Feinberg, Alvin Wan, Ion Stoica, Michael I. Jordan, Joseph E. Gonzalez, Sergey Levine:
Model-Based Value Estimation for Efficient Model-Free Reinforcement Learning. - H. Akin Ünver:
Computational International Relations: What Can Programming, Coding and Internet Research Do for the Discipline? - Yu Luo, Lina Pu, Yanxiao Zhao:
RF Energy Harvesting Sensor Networks for Healthcare of Animals: Opportunities and Challenges. - Shane Mooney, Karen Sun, Eric Bomgardner:
Predicting Recall Probability to Adaptively Prioritize Study. - Benito van der Zander, Maciej Liskiewicz, Johannes Textor:
Separators and Adjustment Sets in Causal Graphs: Complete Criteria and an Algorithmic Framework. - Yongjune Kim, B. V. K. Vijaya Kumar:
Redundancy allocation in finite-length nested codes for nonvolatile memories. - Rohan Chitnis, Leslie Pack Kaelbling, Tomás Lozano-Pérez:
Integrating Human-Provided Information Into Belief State Representation Using Dynamic Factorization. - Abdulaziz M. Alayba, Vasile Palade, Matthew England, Rahat Iqbal:
Improving Sentiment Analysis in Arabic Using Word Representation. - Huai-Jen Liang, Nitin J. Sanket, Cornelia Fermüller, Yiannis Aloimonos:
SalientDSO: Bringing Attention to Direct Sparse Odometry. - Mehmet Necip Kurt, Yasin Yilmaz, Xiaodong Wang:
Real-Time Detection of Hybrid and Stealthy Cyber-Attacks in Smart Grid. - Yutong Zheng, Dipan K. Pal, Marios Savvides:
Ring loss: Convex Feature Normalization for Face Recognition. - Trieu H. Trinh, Andrew M. Dai, Thang Luong, Quoc V. Le:
Learning Longer-term Dependencies in RNNs with Auxiliary Losses. - Zainab Zolaktaf, Reza Babanezhad, Rachel Pottinger:
A Generic Top-N Recommendation Framework For Trading-off Accuracy, Novelty, and Coverage. - An Chen, Yipeng Zhang, Zhigang Ren, Yongsheng Liang, Bei Pang:
A Global Information Based Adaptive Threshold for Grouping Large Scale Global Optimization Problems. - Huihui Li, Guihua Wen:
Modeling reverse thinking for machine learning. - Chengfei Yao, Jie Zou, Yanan Luo, Tao Li, Gang Bai:
A Class-Incremental Learning Method Based on One Class Support Vector Machine. - Hamid Foroughi, Hamidreza Askarieh Yazdi, Mojtaba Azhari:
Buckling of thin composite plates reinforced with randomly oriented, straight single-walled carbon nanotubes using B3-Spline finite strip method. - Weixun Wang, Jianye Hao, Yixi Wang, Matthew E. Taylor:
Towards Cooperation in Sequential Prisoner's Dilemmas: a Deep Multiagent Reinforcement Learning Approach. - Yanshi Sun, Zhiguo Ding, Xuchu Dai, Octavia A. Dobre:
On the Performance of Network NOMA in Uplink CoMP Systems: A Stochastic Geometry Approach. - Navid Emamdoost, Stephen McCamant:
The Effect of Instruction Padding on SFI Overhead. - Bang Liu, Ting Zhang, Fred X. Han, Di Niu, Kunfeng Lai, Yu Xu:
Matching Natural Language Sentences with Hierarchical Sentence Factorization. - Yuanjie Wang, Martin Haenggi, Zhenhui Tan:
SIR Meta Distribution of K-Tier Downlink Heterogeneous Cellular Networks with Cell Range Expansion. - Yunlong Feng, Yiming Ying:
Learning with Correntropy-induced Losses for Regression with Mixture of Symmetric Stable Noise. - Tian-Yuan Chang, Guihua Wen, Yang Hu, Jiajiong Ma:
Facial Expression Recognition Based on Complexity Perception Classification Algorithm. - Yu Maeno, Yuki Mitsufuji, Thushara D. Abhayapala:
Mode Domain Spatial Active Noise Control Using Sparse Signal Representation. - Graham Neubig, Matthias Sperber, Xinyi Wang, Matthieu Felix, Austin Matthews, Sarguna Padmanabhan, Ye Qi, Devendra Singh Sachan, Philip Arthur, Pierre Godard, John Hewitt, Rachid Riad, Liming Wang:
XNMT: The eXtensible Neural Machine Translation Toolkit. - Bang Liu, Di Niu, Kunfeng Lai, Linglong Kong, Yu Xu:
Growing Story Forest Online from Massive Breaking News. - Liang Wang, Meng Sun, Wei Zhao, Kewei Shen, Jingming Liu:
Yuanfudao at SemEval-2018 Task 11: Three-way Attention and Relational Knowledge for Commonsense Machine Comprehension. - Bang Liu, Borislav Mavrin, Linglong Kong, Di Niu:
Recover Fine-Grained Spatial Data from Coarse Aggregation. - Brian H. Yang, Grant Wang, Roberto Calandra, Daniel Contreras, Sergey Levine, Kristofer S. J. Pister:
Learning Flexible and Reusable Locomotion Primitives for a Microrobot. - Xingyu Chen, Zhengxing Wu, Junzhi Yu:
TSSD: Temporal Single-Shot Object Detection Based on Attention-Aware LSTM. - Miguel Campo, J. J. Espinoza, Julie Rieger, Abhinav Taliyan:
Collaborative Metric Learning Recommendation System: Application to Theatrical Movie Releases. - Chen Wang, Ruisen Luo:
Vector Quantization as Sparse Least Square Optimization. - Ahmed El Shafie, Mohamed F. Marzban, Rakan Chabaan, Naofal Al-Dhahir:
A Hybrid Artificial-Noise and Secret-Key Scheme for Securing OFDM Transmissions in V2G Networks. - Mohamed F. Marzban, Ahmed El Shafie, Rakan Chabaan, Naofal Al-Dhahir:
Securing OFDM-Based Wireless Links Using Temporal Artificial-Noise Injection. - Jiajiong Ma, Guihua Wen, Yang Hu, Tian-Yuan Chang, Haibin Zeng, Lijun Jiang, Jianzeng Qin:
Tongue image constitution recognition based on Complexity Perception method. - Asit K. Mishra, Debbie Marr:
WRPN & Apprentice: Methods for Training and Inference using Low-Precision Numerics. - Sripad Krishna Devalla, Prajwal K. Renukanand, Bharathwaj K. Sreedhar, Shamira A. Perera, Jean-Martial Mari, Khai Sing Chin, Tin Aung Tun, Nicholas G. Strouthidis, Tin Aung, Alexandre H. Thiéry, Michael J. A. Girard:
DRUNET: A Dilated-Residual U-Net Deep Learning Network to Digitally Stain Optic Nerve Head Tissues in Optical Coherence Tomography Images. - Suryansh Kumar, Anoop Cherian, Yuchao Dai, Hongdong Li:
Scalable Dense Non-rigid Structure-from-Motion: A Grassmannian Perspective. - José Gómez-Torrecillas, Francisco Javier Lobillo, Gabriel Navarro:
Dual skew codes from annihilators: Transpose Hamming ring extensions. - Xunhua Dai, Quan Quan, Jinrui Ren, Zhiyu Xi, Kai-Yuan Cai:
Terminal Iterative Learning Control for Autonomous Aerial Refueling under Aerodynamic Disturbances. - Alain Rakotomamonjy, Abraham Traoré, Maxime Berar, Rémi Flamary, Nicolas Courty:
Wasserstein Distance Measure Machines. - Daniel Etiemble:
45-year CPU evolution: one law and two equations. - Jun Zhao, Guang Qiu, Ziyu Guan, Wei Zhao, Xiaofei He:
Deep Reinforcement Learning for Sponsored Search Real-time Bidding. - Daniel Barath:
Five-point Fundamental Matrix Estimation for Uncalibrated Cameras. - Xiaojing Chen, Shixin Zhu, Xiaoshan Kai:
Entanglement-assisted quantum MDS codes constructed from constacyclic codes. - Shailesh Kumar Jaiswal, Nabajyoti Medhi, Manjish Pal, Mridul Sahu, Prashant Sahu, Amal Dev Sarma:
EvoCut : A new Generalization of Albert-Barabási Model for Evolution of Complex Networks. - Thibaut Kulak, Michaël Garcia Ortiz:
Representation Learning in Partially Observable Environments using Sensorimotor Prediction. - Hasan M. A. Islam, Dmitrij Lagutin, Andrey Lukyanenko, Andrei V. Gurtov, Antti Ylä-Jääski:
CIDOR: Content Distribution and Retrieval in Disaster Networks for Public Protection. - Yuefang Sun, Gregory Z. Gutin:
Strong subgraph k-connectivity bounds. - Nicole Sawyer, Mehdi Naderi Soorki, Walid Saad, David B. Smith:
Evolutionary Games for Correlation-Aware Clustering in Massive Machine-to-Machine Networks. - Yuefang Sun, Gregory Z. Gutin, Anders Yeo, Xiaoyan Zhang:
Strong Subgraph k-connectivity. - Jelena Mladenovic, Jérémy Frey, Jessica R. Cauchard:
Dišimo: Anchoring Our Breath. - Francesco Riccio, Roberto Capobianco, Daniele Nardi:
Q-CP: Learning Action Values for Cooperative Planning. - Dimitrios Tsilimantos, Theodoros Karagkioules, Stefan Valentin:
Classifying flows and buffer state for YouTube's HTTP adaptive streaming service in mobile networks. - Irene Sciriha, Johann A. Briffa, Mark Debono:
Fast Algorithms for Indices of Nested Split Graphs Approximating Real Complex Networks. - Henry W. J. Reeve, Gavin Brown:
Minimax rates for cost-sensitive learning on manifolds with approximate nearest neighbours. - Henry W. J. Reeve, Gavin Brown:
Diversity and degrees of freedom in regression ensembles. - Hasan M. A. Islam, Dimitris Chatzopoulos, Dmitrij Lagutin, Pan Hui, Antti Ylä-Jääski:
Boosting the Performance of Content Centric Networking using Delay Tolerant Networking Mechanisms. - Henry W. J. Reeve, Joe Mellor, Gavin Brown:
The K-Nearest Neighbour UCB algorithm for multi-armed bandits with covariates. - Wendi Wang, Huarui Yin, Xiaohui Chen, Weidong Wang:
Rate Loss of Hybrid Beamforming with Imperfect Phase Shifters in Millimeter Wave Systems. - Yun Chen, Da Chen, Yuan Tian, Tao Jiang:
Low Complexity Hybrid Precoding and Diversity Combining Based on Spatial Lobes Division for Millimeter Wave MIMO Systems. - Yun Chen, Da Chen, Tao Jiang:
Hybrid Precoding Based on Non-Uniform Quantization Codebook to Reduce Feedback Overhead in Millimeter Wave MIMO Systems. - Gangeshwar Krishnamurthy, Navonil Majumder, Soujanya Poria, Erik Cambria:
A Deep Learning Approach for Multimodal Deception Detection. - Silvia Cruciani, Christian Smith, Danica Kragic, Kaiyu Hang:
Dexterous Manipulation Graphs. - Zhirui Zhang, Shujie Liu, Mu Li, Ming Zhou, Enhong Chen:
Joint Training for Neural Machine Translation Models with Monolingual Data. - Georgios C. Chasparis, Vladimir Janjic, Michael Rossbory, Kevin Hammond:
Learning-based Dynamic Pinning of Parallelized Applications in Many-Core Systems. - Leonardo Mariani, Cristina Monni, Mauro Pezzè, Oliviero Riganelli, Rui Xin:
Localizing Faults in Cloud Systems. - Michael Neumann, Ngoc Thang Vu:
Cross-lingual and Multilingual Speech Emotion Recognition on English and French. - Samuel Coogan, Murat Arcak:
A Benchmark Problem in Transportation Networks. - Masanori Suganuma, Mete Özay, Takayuki Okatani:
Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search. - Nantheera Anantrasirichai, Fabien Albino, Paul R. Hill, David R. Bull, Juliet Biggs:
Detecting Volcano Deformation in InSAR using Deep learning. - Leo Carlsson, Gunnar E. Carlsson, Mikael Vejdemo-Johansson:
Fibres of Failure: Classifying errors in predictive processes. - Matthew Amodio, Smita Krishnaswamy:
MAGAN: Aligning Biological Manifolds. - Ruqayya Awan, Navid Alemi Koohbanani, Muhammad Shaban, Anna Lisowska, Nasir M. Rajpoot:
Context-Aware Learning using Transferable Features for Classification of Breast Cancer Histology Images. - Xinxin Du, Marcelo H. Ang Jr., Sertac Karaman, Daniela Rus:
A General Pipeline for 3D Detection of Vehicles. - Ilker Cam, Faik Boray Tek:
Learning Filter Scale and Orientation In CNNs. - Milad Niknejad, Mário A. T. Figueiredo:
Poisson Image Denoising Using Best Linear Prediction: A Post-processing Framework. - (Withdrawn) Image Dataset for Visual Objects Classification in 3D Printing.
- Ao Zhou, Wei Wang, Ni Chen, Edmund Y. Lam, Byoungho Lee, Guohai Situ:
Fast and robust misalignment correction of Fourier ptychographic microscopy. - Alexey Trekin, German Novikov, Georgy Potapov, Vladimir Ignatiev, Evgeny Burnaev:
Satellite imagery analysis for operational damage assessment in Emergency situations. - Oleg Kupervasser, Vitalii Sarychev, Alexander Rubinstein, Roman Yavich:
Robust positioning of drones for land use monitoring in strong terrain relief using vision-based navigation. - Siming Yan, Feng Shi, Yuhua Chen, Damini Dey, Sang-Eun Lee, Hyuk-Jae Chang, Debiao Li, Yibin Xie:
Calcium Removal From Cardiac CT Images Using Deep Convolutional Neural Network. - Gaurav Goswami, Nalini K. Ratha, Akshay Agarwal, Richa Singh, Mayank Vatsa:
Unravelling Robustness of Deep Learning based Face Recognition Against Adversarial Attacks. - Zheng Yang, Hang Lei:
A general formal memory framework in Coq for verifying the properties of programs based on higher-order logic theorem proving with increased automation, consistency, and reusability. - Ziang Yan, Yiwen Guo, Changshui Zhang:
DeepDefense: Training Deep Neural Networks with Improved Robustness. - Alireza Norouzi, Ali Emami, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian:
Left ventricle segmentation By modelling uncertainty in prediction of deep convolutional neural networks and adaptive thresholding inference. - Mehdi Yedroudj, Frédéric Comby, Marc Chaumont:
Yedrouj-Net: An efficient CNN for spatial steganalysis. - Edward Paxon Frady, Denis Kleyko, Friedrich T. Sommer:
A theory of sequence indexing and working memory in recurrent neural networks. - (Withdrawn) Technical Report about Tiramisu: a Three-Layered Abstraction for Hiding Hardware Complexity from DSL Compilers.
- Fanhua Shang, Yuanyuan Liu, James Cheng:
Tractable and Scalable Schatten Quasi-Norm Approximations for Rank Minimization. - Gérard Le Lann:
Autonomic Vehicular Networks: Safety, Privacy, Cybersecurity and Societal Issues. - Anjan Dutta, Hichem Sahbi:
Graph Kernels based on High Order Graphlet Parsing and Hashing. - Koko Muroya, Dan R. Ghica:
The Dynamic Geometry of Interaction Machine: A Token-Guided Graph Rewriter. - Noé Pérez-Higueras, Fernando Caballero, Luis Merino:
Learning Human-Aware Path Planning with Fully Convolutional Networks. - Carl Schissler, Dinesh Manocha:
Interactive Sound Rendering on Mobile Devices using Ray-Parameterized Reverberation Filters. - Patrick Ah-Fat, Michael Huth:
Optimal Accuracy-Privacy Trade-Off for Secure Multi-Party Computations. - Florian Bridoux:
Sequentialization and Procedural Complexity in Automata Networks. - Petar Mlinaric, Takayuki Ishizaki, Aranya Chakrabortty, Sara Grundel, Peter Benner, Jun-ichi Imura:
Synchronization and Aggregation of Nonlinear Power Systems with Consideration of Bus Network Structures. - Suraj Srinivas, François Fleuret:
Knowledge Transfer with Jacobian Matching. - Adrian Sosic, Elmar Rueckert, Jan Peters, Abdelhak M. Zoubir, Heinz Koeppl:
Inverse Reinforcement Learning via Nonparametric Spatio-Temporal Subgoal Modeling. - Nicolas Tempelmeier, Elena Demidova, Stefan Dietze:
Inferring Missing Categorical Information in Noisy and Sparse Web Markup. - Timothée Masquelier, Saeed Reza Kheradpisheh:
Optimal localist and distributed coding of spatiotemporal spike patterns through STDP and coincidence detection. - W. G. P. T. Jayathissa, Vajira H. W. Dissanayake, Roshan Hewapathirana:
Developing a functional prototype master patient index (MPI) for interoperability of e-health systems in Sri Lanka. - Grégory Rogez, Philippe Weinzaepfel, Cordelia Schmid:
LCR-Net++: Multi-person 2D and 3D Pose Detection in Natural Images. - TonTon Hsien-De Huang, Hung-Yu Kao:
C-3PO: Click-sequence-aware DeeP Neural Network (DNN)-based Pop-uPs RecOmmendation. - Gourab Mitra:
Challenges and opportunities in visual interpretation of Big Data. - Hyunji Chung, Sangjin Lee:
Intelligent Virtual Assistant knows Your Life. - Yuan Cao, Yonglin Cao:
Negacyclic codes over the local ring ℤ4[v]/〈v2+2v〉 of oddly even length and their Gray images. - Andrés Arcia-Moret:
Zebra-RFO - A Spectrum Repository for the Masses. - Offer Grembek, Alex A. Kurzhanskiy, Aditya Sankar Medury, Pravin Varaiya, Mengqiao Yu:
An Intelligent Intersection. - Somayeh Kafaie, Yuanzhu Chen, Octavia A. Dobre, Mohamed Hossam Ahmed:
Joint Inter-flow Network Coding and Opportunistic Routing in Multi-hop Wireless Mesh Networks: A Comprehensive Survey. - Andreu Girbau, Ryota Hinami, Shin'ichi Satoh:
Tracked Instance Search. - John Little, Hal Schenck:
Codes from surfaces with small Picard number. - Shipra Agrawal, Constantinos Daskalakis, Vahab S. Mirrokni, Balasubramanian Sivan:
Robust Repeated Auctions under Heterogeneous Buyer Behavior. - Ugur Turan, Ismail H. Toroslu, Murat Kantarcioglu:
Graph Based Proactive Secure Decomposition Algorithm for Context Dependent Attribute Based Inference Control Problem. - Amy Zhang, Adam Lerer, Sainbayar Sukhbaatar, Rob Fergus, Arthur Szlam:
Composable Planning with Attributes. - Simon Henriet, Umut Simsekli, Benoit Fuentes, Gaël Richard:
A Generative Model for Non-Intrusive Load Monitoring in Commercial Buildings. - Buse Gul Atli, Alexander Jung:
Online Feature Ranking for Intrusion Detection Systems. - Arttu Hautakoski, Mohammad M. Aref, Jouni Mattila:
Reconfigurable Manipulator Simulation for Robotics and Multimodal Machine Learning Application: Aaria. - Evangelos Michelioudakis, Alexander Artikis, Georgios Paliouras:
Semi-Supervised Online Structure Learning for Composite Event Recognition. - Sneihil Gopal, Sanjit K. Kaul:
A Game Theoretic Approach to DSRC and WiFi Coexistence. - Loet Leydesdorff, Caroline S. Wagner, Lutz Bornmann:
Discontinuities in Citation Relations among Journals: Self-organized Criticality as a Model of Scientific Revolutions and Change. - Ruan V. B. Carvalho, Laís S. Andrade, Anjolina Grisi de Oliveira, Ruy J. G. B. de Queiroz:
Sequentialization for full N-Graphs via sub-N-Graphs. - Sergi Caelles, Alberto Montes, Kevis-Kokitsi Maninis, Yuhua Chen, Luc Van Gool, Federico Perazzi, Jordi Pont-Tuset:
The 2018 DAVIS Challenge on Video Object Segmentation. - Amine Mezghani, Robert W. Heath Jr.:
The information and wave-theoretic limits of analog beamforming. - Hoang Minh Le, Nan Jiang, Alekh Agarwal, Miroslav Dudík, Yisong Yue, Hal Daumé III:
Hierarchical Imitation and Reinforcement Learning. - Christoph Dann, Nan Jiang, Akshay Krishnamurthy, Alekh Agarwal, John Langford, Robert E. Schapire:
On Polynomial Time PAC Reinforcement Learning with Rich Observations. - Sam Ganzfried:
Algorithm for Evolutionarily Stable Strategies Against Pure Mutations. - Yang Yu, Kazi Saidul Hasan, Mo Yu, Wei Zhang, Zhiguo Wang:
Knowledge Base Relation Detection via Multi-View Matching. - Marcelo S. Reis:
Finding a root of constrained quadratic polynomial system is NP-hard. - Elliott Donlon, Siyuan Dong, Melody Liu, Jianhua Li, Edward H. Adelson, Alberto Rodriguez:
GelSlim: A High-Resolution, Compact, Robust, and Calibrated Tactile-sensing Finger. - Massimo Bartoletti, Barbara Pes, Sergio Serusi:
Data mining for detecting Bitcoin Ponzi schemes. - Namrata Vaswani, Praneeth Narayanamurthy:
Static and Dynamic Robust PCA via Low-Rank + Sparse Matrix Decomposition: A Review. - Nikolay Savinov, Alexey Dosovitskiy, Vladlen Koltun:
Semi-parametric Topological Memory for Navigation. - Stéphane Le Roux:
Memoryless Determinacy of Infinite Parity Games: Another Simple Proof. - Chaoyue Wang, Chang Xu, Xin Yao, Dacheng Tao:
Evolutionary Generative Adversarial Networks. - Konstantinos Koufos, Carl P. Dettmann:
Mean and Variance of Interference in Vehicular Networks with Hardcore Headway Distance. - Fei Gao, Teresa Wu, Jing Li, Bin Zheng, Lingxiang Ruan, Desheng Shang, Bhavika Patel:
SD-CNN: a Shallow-Deep CNN for Improved Breast Cancer Diagnosis. - Chris Denniston, Thomas R. Krogstad, Stephanie Kemna, Gaurav S. Sukhatme:
Planning Safe Paths through Hazardous Environments. - Wei Chen, Qiang Li, Xiaohan Shan, Xiaoming Sun, Jialin Zhang:
Higher order monotonicity and submodularity of influence in social networks: from local to global. - Mengye Ren, Eleni Triantafillou, Sachin Ravi, Jake Snell, Kevin Swersky, Joshua B. Tenenbaum, Hugo Larochelle, Richard S. Zemel:
Meta-Learning for Semi-Supervised Few-Shot Classification. - Mohamed Salah Ibrahim, Aritra Konar, Mingyi Hong, Nicholas D. Sidiropoulos:
Mirror-Prox SCA Algorithm for Multicast Beamforming and Antenna Selection. - Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Young-Han Nam, Mérouane Debbah:
A Tutorial on UAVs for Wireless Networks: Applications, Challenges, and Open Problems. - Dayong Tian, Jun Yu, Yuanyan Tang, Dacheng Tao:
Learning Decorrelated Hashing Codes for Multimodal Retrieval. - Quoc-Viet Pham, Tuan LeAnh, Nguyen Hoang Tran, Choong Seon Hong:
Decentralized Computation Offloading and Resource Allocation in Heterogeneous Networks with Mobile Edge Computing. - Boyuan Chen, Harvey Wu, Warren Mo, Ishanu Chattopadhyay, Hod Lipson:
Autostacker: A Compositional Evolutionary Learning System. - Gantugs Atarsaikhan, Brian Kenji Iwana, Seiichi Uchida:
Contained Neural Style Transfer for Decorated Logo Generation. - Jie Ouyang, Yueling Che, Jie Xu, Kaishun Wu:
Throughput Maximization for Laser-Powered UAV Wireless Communication Systems. - Yusen Zhan, Qing Da, Fei Xiao, Anxiang Zeng, Yang Yu:
Accelerating E-Commerce Search Engine Ranking by Contextual Factor Selection. - Quanlong Wang:
Qutrit ZX-calculus is Complete for Stabilizer Quantum Mechanics. 58-70 - Robert Rand, Jennifer Paykin, Steve Zdancewic:
QWIRE Practice: Formal Verification of Quantum Circuits in Coq. 119-132 - Maaike Zwart, Bob Coecke:
Double Dilation ≠ Double Mixing (extended abstract). 133-146 - Zhongjun Jin, Michael J. Cafarella, H. V. Jagadish, Sean Kandel, Michael Minar:
Unifacta: Profiling-driven String Pattern Standardization. - Emad M. Grais, Dominic Ward, Mark D. Plumbley:
Raw Multi-Channel Audio Source Separation using Multi-Resolution Convolutional Auto-Encoders. - Kevin Dunne:
On the Structure of Abstract H*-Algebras. 197-208 - Daniel Mills, Anna Pappa, Theodoros Kapourniotis, Elham Kashefi:
Information Theoretically Secure Hypothesis Test for Temporally Unstructured Quantum Computation (Extended Abstract). 209-221 - Alexander Wilce:
A Shortcut from Categorical Quantum Theory to Convex Operational Theories. 222-236 - Bob Coecke, Fabrizio Genovese, Stefano Gogioso, Dan Marsden, Robin Piedeleu:
Uniqueness of Composition in Quantum Theory and Linguistics. 249-257 - Kevin Dunne:
Spectral Presheaves, Kochen-Specker Contextuality, and Quantale-Valued Relations. 386-398 - Yujing Hu, Qing Da, Anxiang Zeng, Yang Yu, Yinghui Xu:
Reinforcement Learning to Rank in E-Commerce Search Engine: Formalization, Analysis, and Application. - Phuong Le-Hong, Duc-Thien Bui:
A Factoid Question Answering System for Vietnamese. - Denys Katerenchuk, Andrew Rosenberg:
RankDCG: Rank-Ordering Evaluation Measure. - Hao Wang, Ilya V. Kolmanovsky, Mohammad Reza Amini, Jing Sun:
Model Predictive Climate Control of Connected and Automated Vehicles for Improved Energy Efficiency. - Denys Katerenchuk:
Age Group Classification with Speech and Metadata Multimodality Fusion. - Pedro Quaresma, Walther Neuper:
Proceedings 6th International Workshop on Theorem proving components for Educational software, ThEdu@CADE 2017, Gothenburg, Sweden, 6 Aug 2017. EPTCS 267, 2018 [contents] - Yu Gong, Kaiqi Zhao, Kenny Q. Zhu:
Representing Verbs as Argument Concepts. - Anas M. Al-Oraiqat, Evgeniy A. Bashkov, V. Babkov, C. Titarenko:
Fusion of multispectral satellite imagery using a cluster of graphics processing unit. - Dev Goyal, Zeeshan Syed, Jenna Wiens:
Clinically Meaningful Comparisons Over Time: An Approach to Measuring Patient Similarity based on Subsequence Alignment. - Teguh Santoso Lembono, Francisco Suárez-Ruiz, Quang-Cuong Pham:
SCALAR - Simultaneous Calibration of 2D Laser and Robot's Kinematic Parameters Using Three Planar Constraints. - Kai-Lang Yao, Wu-Jun Li:
Convolutional Geometric Matrix Completion. - Ting Sun, Shengyi Nie, Dit-Yan Yeung, Shaojie Shen:
Gesture-based Piloting of an Aerial Robot using Monocular Vision. - Guillaume Noyel, Michel Jourlin:
Aspl{ü}nd's metric defined in the Logarithmic Image Processing (LIP) framework for colour and multivariate images. - Yann Traonmilin, Samuel Vaiter:
Optimality of 1-norm regularization among weighted 1-norms for sparse recovery: a case study on how to find optimal regularizations. - Alexandre Péré, Sébastien Forestier, Olivier Sigaud, Pierre-Yves Oudeyer:
Unsupervised Learning of Goal Spaces for Intrinsically Motivated Goal Exploration. - Ravi B. Boppana, Magnús M. Halldórsson, Dror Rawitz:
Simple and Local Independent Set Approximation. - Pilailuck Panphattarasap, Andrew Calway:
Automated Map Reading: Image Based Localisation in 2-D Maps Using Binary Semantic Descriptors. - Amir Abboud, Arturs Backurs, Karl Bringmann, Marvin Künnemann:
Fine-Grained Complexity of Analyzing Compressed Data: Quantifying Improvements over Decompress-And-Solve. - Karl Bringmann, Philip Wellnitz:
Clique-Based Lower Bounds for Parsing Tree-Adjoining Grammars. - Louis Lettry, Kenneth Vanhoey, Luc Van Gool:
Deep Unsupervised Intrinsic Image Decomposition by Siamese Training. - Julian Baldus, Karl Bringmann:
A fast implementation of near neighbors queries for Fréchet distance (GIS Cup). - Niels Grüttemeier, Christian Komusiewicz:
On the Relation of Strong Triadic Closure and Cluster Deletion. - Boris T. Polyak, Pavel S. Shcherbakov, Georgi Smirnov:
Peak Effects in Stable Linear Difference Equations. - Liren Shan, Huan Li, Zhongzhi Zhang:
Independence number and the number of maximum independent sets in pseudofractal scale-free web and Sierpiński gasket. - Ruijia Xu, Ziliang Chen, Wangmeng Zuo, Junjie Yan, Liang Lin:
Deep Cocktail Network: Multi-source Unsupervised Domain Adaptation with Category Shift. - Daniel Ortega, Ngoc Thang Vu:
Lexico-acoustic Neural-based Models for Dialog Act Classification. - Dennis Diefenbach, Andreas Both, Kamal Deep Singh, Pierre Maret:
Towards a Question Answering System over the Semantic Web. - Piotr Bialas, Daniel Nemeth, Elzbieta Richter-Was:
A multi-instance deep neural network classifier: application to Higgs boson CP measurement. - Kaidi Cao, Yu Rong, Cheng Li, Xiaoou Tang, Chen Change Loy:
Pose-Robust Face Recognition via Deep Residual Equivariant Mapping. - Olivier Bodini, Matthieu Dien, Antoine Genitrini, Alfredo Viola:
Beyond series-parallel concurrent systems: the case of arch processes. - Karl Bringmann, Sergio Cabello, Michael T. M. Emmerich:
Maximum Volume Subset Selection for Anchored Boxes. - Ehsan Amid, Manfred K. Warmuth:
A more globally accurate dimensionality reduction method using triplets. - Robert Scheffler, Martin Strehler, Laura Vargas Koch:
Nash equilibria in routing games with edge priorities. - Azlan Iqbal:
Estimating Total Search Space Size for Specific Piece Sets in Chess. - Mays F. Al-Naday, Martin J. Reed, Janne Riihijärvi, Dirk Trossen, Nikolaos Thomos, Mohammed Al-Khalidi:
fCDN: A Flexible and Efficient CDN Infrastructure without DNS Redirection or Content Reflection. - Ernest Cheung, Aniket Bera, Emily Kubin, Kurt Gray, Dinesh Manocha:
Identifying Driver Behaviors using Trajectory Features for Vehicle Navigation. - Till Fluschnik, Hendrik Molter, Rolf Niedermeier, Philipp Zschoche:
Temporal Graph Classes: A View Through Temporal Separators. - Mikhail Kazdagli, Constantine Caramanis, Sanjay Shakkottai, Mohit Tiwari:
The Shape of Alerts: Detecting Malware Using Distributed Detectors by Robustly Amplifying Transient Correlations. - Maria Angeles Vázquez-Castro, Masahito Hayashi:
Physical Layer Security for RF Satellite Channels in the Finite-length Regime. - Dan Xu, Elisa Ricci, Wanli Ouyang, Xiaogang Wang, Nicu Sebe:
Monocular Depth Estimation using Multi-Scale Continuous CRFs as Sequential Deep Networks. - Ephraim Feig:
A Framework for Blockchain-Based Applications. - Patrick O. Glauner, Petko Valtchev, Radu State:
Impact of Biases in Big Data. - Mays F. Al-Naday, Martin J. Reed, Janne Riihijärvi, Dirk Trossen, Nikolaos Thomos, Mohammed Q. S. Al-Khalidi:
Service-based Fog architecture without DNS redirection. - Suk-Jin Lee, Hongsik Choi, Sung Un Kim:
Slotted CSMA/CA Based Energy Efficient MAC Protocol Design in Nanonetworks. - Duygu Altinok:
DEMorphy, German Language Morphological Analyzer. - Aviad Rubinstein:
Hardness of Approximate Nearest Neighbor Search. - Bei Pang, Zhigang Ren, Yongsheng Liang, An Chen:
Enhancing Cooperative Coevolution for Large Scale Optimization by Adaptively Constructing Surrogate Models. - Adria Ruiz, Ognjen Rudovic, Xavier Binefa, Maja Pantic:
Multi-Instance Dynamic Ordinal Random Fields for Weakly-supervised Facial Behavior Analysis. - Shiyu Liang, Ruoyu Sun, Yixuan Li, R. Srikant:
Understanding the Loss Surface of Neural Networks for Binary Classification. - Étienne Miquey, Hugo Herbelin:
Realizability Interpretation and Normalization of Typed Call-by-Need λ-calculus With Control. - Aidin Ferdowsi, Walid Saad:
Deep Learning for Signal Authentication and Security in Massive Internet of Things Systems. - Bang Liu, Borislav Mavrin, Di Niu, Linglong Kong:
House Price Modeling over Heterogeneous Regions with Hierarchical Spatial Functional Analysis. - Satoshi Kawamura, Kai Cai:
Distributed Robust Output Regulation of Heterogeneous Uncertain Linear Agents by Adaptive Internal Model Principle. - Yuquan Shan, Aman Jain, George Kesidis, Bhuvan Urgaonkar, Jalal Khamse-Ashari, Ioannis Lambadaris:
Online Scheduling of Spark Workloads with Mesos using Different Fair Allocation Algorithms. - Krzysztof Kiljan, Marcin Pilipczuk:
Experimental Evaluation of Parameterized Algorithms for Feedback Vertex Set. - Buddhima Gamlath, Sangxia Huang, Ola Svensson:
Semi-Supervised Algorithms for Approximately Optimal and Accurate Clustering. - Michal Ziobro, Marcin Pilipczuk:
Finding Hamiltonian Cycle in Graphs of Bounded Treewidth: Experimental Evaluation. - Feyzullah Kalyoncu, Engin Zeydan, Ahmet Yildirim, Ibrahim Onuralp Yigit:
An Experimental Study of Factor Analysis over Cellular Network Data. - Dan Horgan, John Quan, David Budden, Gabriel Barth-Maron, Matteo Hessel, Hado van Hasselt, David Silver:
Distributed Prioritized Experience Replay. - Shaohua Li, Marcin Pilipczuk:
An improved FPT algorithm for Independent Feedback Vertex Set. - Karl Bringmann, Marvin Künnemann:
Multivariate Fine-Grained Complexity of Longest Common Subsequence. - Aaditya Prakash, Nick Moran, Solomon Garber, Antonella DiLillo, James A. Storer:
Protecting JPEG Images Against Adversarial Attacks. - Angelos Katharopoulos, François Fleuret:
Not All Samples Are Created Equal: Deep Learning with Importance Sampling. - Keila Lima, Eduardo R. B. Marques, José Pinto, João B. Sousa:
Dolphin: a task orchestration language for autonomous vehicle networks. - Mathieu Carpentier, Philippe Giguère, Jonathan Gaudreault:
Tree Species Identification from Bark Images Using Convolutional Neural Networks. - Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega:
Multimodal Registration of Retinal Images Using Domain-Specific Landmarks and Vessel Enhancement. - Marco Imperoli, Ciro Potena, Daniele Nardi, Giorgio Grisetti, Alberto Pretto:
An Effective Multi-Cue Positioning System for Agricultural Robotics. - Zi Wang, Caelan Reed Garrett, Leslie Pack Kaelbling, Tomás Lozano-Pérez:
Active model learning and diverse action sampling for task and motion planning. - Syed Mohammad Zafaruddin, Jan Plachy, Zdenek Becvar, Amir Leshem:
Energy Efficiency of Opportunistic Device-to-Device Relaying Under Lognormal Shadowing. - Fatih Çakir, Kun He, Sarah Adel Bargal, Stan Sclaroff:
Hashing with Mutual Information. - Michael G. Moore, Mark A. Davenport:
Estimation of Poisson arrival processes under linear models. - Asmaa Abdallah, Mohammad M. Mansour, Ali Chehab:
Power Control and Channel Allocation for D2D Underlaid Cellular Networks. - Henrique X. Goulart, Mauro Dalle Lucca Tosi, Daniel Soares Gonçalves, Rodrigo F. Maia, Guilherme Alberto Wachs-Lopes:
Hybrid Model For Word Prediction Using Naive Bayes and Latent Information. - Yongsheng Liang, Zhigang Ren, Bei Pang, An Chen:
Niching an Archive-based Gaussian Estimation of Distribution Algorithm via Adaptive Clustering. - Lilia Rodrigues Sampaio, Fábio Silva, Amanda Souza, Andrey Brito, Pascal Felber:
Secure and Privacy-Aware Data Dissemination for Cloud-Based Applications. - Gilad Lerman, Tyler Maunu:
An Overview of Robust Subspace Recovery. - Teng Li, Zhiyuan Xu, Jian Tang, Yanzhi Wang:
Model-Free Control for Distributed Stream Data Processing using Deep Reinforcement Learning. - Besim Bilalli, Alberto Abelló, Tomàs Aluja-Banet, Robert Wrembel:
PRESISTANT: Learning based assistant for data pre-processing. - Thomas L. Chaffey, Ian R. Manchester:
Control Contraction Metrics on Finsler Manifolds. - Raunak P. Bhattacharyya, Derek J. Phillips, Blake Wulfe, Jeremy Morton, Alex Kuefler, Mykel J. Kochenderfer:
Multi-Agent Imitation Learning for Driving Simulation. - Daniel Jiwoong Im, He Ma, Graham W. Taylor, Kristin Branson:
Quantitatively Evaluating GANs With Divergences Proposed for Training. - Mehmet Turan, Evin Pinar Örnek, Nail Ibrahimli, Can Giracoglu, Yasin Almalioglu, Mehmet Fatih Yanik, Metin Sitti:
Unsupervised Odometry and Depth Learning for Endoscopic Capsule Robots. - Mehmet Turan, Yasin Almalioglu, Evin Pinar Örnek, Helder Araújo, Mehmet Fatih Yanik, Metin Sitti:
Magnetic-Visual Sensor Fusion-based Dense 3D Reconstruction and Localization for Endoscopic Capsule Robots. - Fabrizio Montesi, Marco Peressotti:
Classical Transitions. - Jack Umenberger, Ian R. Manchester:
Specialized Interior Point Algorithm for Stable Nonlinear System Identification. - Soumyabrata Dev, Florian M. Savoy, Yee Hui Lee, Stefan Winkler:
High-Dynamic-Range Imaging for Cloud Segmentation. - Masoud Barakatain, Frank R. Kschischang:
Low-Complexity Concatenated LDPC-Staircase Codes. - Dylan J. Foster, Alekh Agarwal, Miroslav Dudík, Haipeng Luo, Robert E. Schapire:
Practical Contextual Bandits with Regression Oracles. - Zhehuai Chen, Qi Liu, Hao Li, Kai Yu:
On Modular Training of Neural Acoustics-to-Word Model for LVCSR. - Timo Nolle, Stefan Luettgen, Alexander Seeliger, Max Mühlhäuser:
Analyzing Business Process Anomalies Using Autoencoders. - Amirsina Torfi:
SpeechPy - A Library for Speech Processing and Recognition. - Yuan Cao, Yonglin Cao, Fang-Wei Fu:
Matrix-product structure of constacyclic codes over finite chain rings 𝔽pm[u]/〈ue〉. - Hongwei Ge, Mingde Zhao, Liang Sun, Zhen Wang, Guozhen Tan, Qiang Zhang, C. L. Philip Chen:
An Interactive Many Objective Evolutionary Algorithm with Cascade Clustering and Reference Point Incremental Learning. - Marwen Zorgui, Robert Mateescu, Filip Blagojevic, Cyril Guyot, Zhiying Wang:
Storage-Efficient Shared Memory Emulation. - Xiaqing Ding, Yue Wang, Dongxuan Li, Li Tang, Huan Yin, Rong Xiong:
Laser map aided visual inertial localization in changing environment. - David D. Fan, Evangelos A. Theodorou, John Reeder:
Model-Based Stochastic Search for Large Scale Optimization of Multi-Agent UAV Swarms. - Jiang-jian Xie, Chang-qing Ding, Wenbin Li, Cheng-Hao Cai:
Audio-only Bird Species Automated Identification Method with Limited Training Data Based on Multi-Channel Deep Convolutional Neural Networks. - Xiaoliang Wang, Peng Cheng, Xinchuan Liu, Benedict Uzochukwu:
Focal Loss Dense Detector for Vehicle Surveillance. - Bradly C. Stadie, Ge Yang, Rein Houthooft, Xi Chen, Yan Duan, Yuhuai Wu, Pieter Abbeel, Ilya Sutskever:
Some Considerations on Learning to Explore via Meta-Reinforcement Learning. - Fabio Calefato, Giuseppe Iaffaldano, Filippo Lanubile, Bogdan Vasilescu:
On Developers' Personality in Large-scale Distributed Projects: The Case of the Apache Ecosystem. - Minhao Cheng, Jinfeng Yi, Huan Zhang, Pin-Yu Chen, Cho-Jui Hsieh:
Seq2Sick: Evaluating the Robustness of Sequence-to-Sequence Models with Adversarial Examples. - Guohao Li, Matthias Müller, Vincent Casser, Neil Smith, Dominik L. Michels, Bernard Ghanem:
Teaching UAVs to Race With Observational Imitation Learning. - Georgios M. Santipantakis, Christos Doulkeridis, George A. Vouros, Akrivi Vlachou:
MaskLink: Efficient Link Discovery for Spatial Relations via Masking Areas. - Marco Giordani, Mattia Rebato, Andrea Zanella, Michele Zorzi:
Coverage and Connectivity Analysis of Millimeter Wave Vehicular Networks. - Chris J. Mitchell:
Security issues in a group key establishment protocol. - Mehdi Tavan, Kamel Sabahi, Saeid Hoseinzadeh:
State and Parameter Estimation Based on Filtered Transformation for a Class of Second-Order Systems. - Ramon Ferrús, Oriol Sallent, Jordi Pérez-Romero, Ramón Agustí:
Management of Network Slicing in 5G Radio Access Networks: Functional Framework and Information Models. - Pedro F. Campos, Nils Ehrenberg, Miguel Campos:
Designing Interactions with Furniture: Towards Multi-Sensorial Interaction Design Processes for Interactive Furniture. - Mingliang Xu, Hao Su, Yafei Li, Xi Li, Jing Liao, Jianwei Niu, Pei Lv, Bing Zhou:
Stylize Aesthetic QR Code. - Sorina Smeureanu, Radu Tudor Ionescu:
Real-Time Deep Learning Method for Abandoned Luggage Detection in Video. - Md. Zahangir Alom, Tarek M. Taha, Christopher Yakopcic, Stefan Westberg, Paheding Sidike, Mst Shamima Nasrin, Brian C. Van Essen, Abdul A. S. Awwal, Vijayan K. Asari:
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches. - Yizhong Wang, Sujian Li, Jingfeng Yang, Xu Sun, Houfeng Wang:
Tag-Enhanced Tree-Structured Neural Networks for Implicit Discourse Relation Classification. - Seonwook Park, Christoph Gebhardt, Roman Rädle, Anna Maria Feit, Hana Vrzakova, Niraj Ramesh Dayama, Hui-Shyong Yeo, Clemens Nylandsted Klokmose, Aaron Quigley, Antti Oulasvirta, Otmar Hilliges:
AdaM: Adapting Multi-User Interfaces for Collaborative Environments in Real-Time. - Jin Akiyama, Erik D. Demaine, Stefan Langerman:
Polyhedral Characterization of Reversible Hinged Dissections. - Jeffrey Bosboom, Erik D. Demaine, Martin L. Demaine, Adam Hesterberg, Roderick Kimball, Justin Kopinsky:
Path Puzzles: Discrete Tomography with a Path Constraint is Hard. - Sergii G. Stirenko, Yuriy Kochura, Oleg Alienin, Oleksandr Rokovyi, Peng Gang, Wei Zeng, Yuri G. Gordienko:
Chest X-Ray Analysis of Tuberculosis by Deep Learning with Segmentation and Augmentation. - Simon S. Du, Jason D. Lee:
On the Power of Over-parametrization in Neural Networks with Quadratic Activation. - Alexey Shvets, Alexander Rakhlin, Alexandr A. Kalinin, Vladimir Iglovikov:
Automatic Instrument Segmentation in Robot-Assisted Surgery Using Deep Learning. - Matthias Rottmann, Karsten Kahl, Hanno Gottschalk:
Deep Bayesian Active Semi-Supervised Learning. - Bhavya Kailkhura, Priyadip Ray, Deepak Rajan, Anton Yen, Peter D. Barnes Jr., Ryan A. Goldhahn:
Byzantine-Resilient Locally Optimum Detection Using Collaborative Autonomous Networks. - Maayan Frid-Adar, Idit Diamant, Eyal Klang, Michal Amitai, Jacob Goldberger, Hayit Greenspan:
GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in Liver Lesion Classification. - Vipul Harsh, Laxmikant V. Kalé, Edgar Solomonik:
Histogram Sort with Sampling. - Ramesh Baral, Tao Li, Xiaolong Zhu:
CAPS: Context Aware Personalized POI Sequence Recommender System. - Giovanni Vincenti:
Imprecise temporal associations and decision support systems. - Evair Severo, Rayson Laroca, Cides S. Bezerra, Luiz A. Zanlorensi, Daniel Weingaertner, Gladston Moreira, David Menotti:
A Benchmark for Iris Location and a Deep Learning Detector Evaluation. - Nima Safaei, Corey Kiassat:
A Swift Heuristic Method for Work Order Scheduling under the Skilled-Workforce Constraint. - Huaxiu Yao, Xianfeng Tang, Hua Wei, Guanjie Zheng, Yanwei Yu, Zhenhui Li:
Modeling Spatial-Temporal Dynamics for Traffic Prediction. - Haoyue Shi, Yuqi Sun, Junfeng Hu:
Understanding and Improving Multi-Sense Word Embeddings via Extended Robust Principal Component Analysis. - Yuan Lu, Qiang Tang, Guiling Wang:
ZebraLancer: Private and Anonymous Crowdsourcing System atop Open Blockchain. - Samyak Datta, Gaurav Sharma, C. V. Jawahar:
Unsupervised Learning of Face Representations. - Anastasia Shuba, Evita Bakopoulou, Milad Asgari Mehrabadi, Hieu Le, David R. Choffnes, Athina Markopoulou:
AntShield: On-Device Detection of Personal Information Exposure. - Roger Lloret-Batlle, R. Jayakrishnan:
Study of a Dynamic Cooperative Trading Queue Routing Control Scheme for Freeways and Facilities with Parallel Queues. - Shaojie Bai, J. Zico Kolter, Vladlen Koltun:
An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling. - Yang Song, Stefano Ermon:
Accelerating Natural Gradient with Higher-Order Invariance. - Austin Halper, Miguel A. Mosteiro, Yulia Rossikova, Prudence W. H. Wong:
Station Assignment with Reallocation. - Jeremy Kepner, Siddharth Samsi, William Arcand, David Bestor, Bill Bergeron, Tim Davis, Vijay Gadepally, Michael Houle, Matthew Hubbell, Hayden Jananthan, Michael Jones, Anna Klein, Peter Michaleas, Roger Pearce, Lauren Milechin, Julie Mullen, Andrew Prout, Antonio Rosa, Geoffrey Sanders, Charles Yee, Albert Reuther:
Design, Generation, and Validation of Extreme Scale Power-Law Graphs. - Itai Ashlagi, Maximilien Burq, Patrick Jaillet, Amin Saberi:
Maximizing Efficiency in Dynamic Matching Markets. - Chin-Jung Hsu, Vivek Nair, Tim Menzies, Vincent W. Freeh:
Scout: An Experienced Guide to Find the Best Cloud Configuration. - Qianxiao Li, Shuji Hao:
An Optimal Control Approach to Deep Learning and Applications to Discrete-Weight Neural Networks. - Peng Chen, Hao Chen:
Angora: Efficient Fuzzing by Principled Search. - Shakarim Soltanayev, Se Young Chun:
Training Deep Learning based Denoisers without Ground Truth Data. - Johannes Fürnkranz, Tomás Kliegr, Heiko Paulheim:
On Cognitive Preferences and the Interpretability of Rule-based Models. - Serhii Nazarovets:
Highly Cited Papers of Ukrainian Scientists Written in Collaboration: A Bibliometric Analysis (2011-2015). - Long-Huei Chen, Kshitiz Tripathi:
CAESAR: Context Awareness Enabled Summary-Attentive Reader. - Georgios Amanatidis, Pieter Kleer:
Rapid Mixing of the Switch Markov Chain for Strongly Stable Degree Sequences. - Mert Burkay Çöteli, Orhun Olgun, Hüseyin Hacihabiboglu:
Multiple Sound Source Localisation with Steered Response Power Density and Hierarchical Grid Refinement. - Smaragdi Loutou, Nikolaos K. Tselios, Panagiota Altanopoulou:
The effect of twitter-mediated activities on learning outcome and student engagement: A case study. - Harris Partaourides, Sotirios P. Chatzis:
Deep Network Regularization via Bayesian Inference of Synaptic Connectivity. - Dongwon Park, Se Young Chun:
Classification based Grasp Detection using Spatial Transformer Network. - Katina Kralevska:
Applied Erasure Coding in Networks and Distributed Storage. - Nieves R. Brisaboa, Travis Gagie, Adrián Gómez-Brandón, Gonzalo Navarro:
Two-Dimensional Block Trees. - Arief Koesdwiady, Fakhri Karray:
SAFE: Spectral Evolution Analysis Feature Extraction for Non-Stationary Time Series Prediction. - Arief Koesdwiady, Fakhri Karray:
Improving Multi-Step Traffic Flow Prediction. - Anna Philippou, Mauricio Toro:
Process Ordering in a Process Calculus for Spatially-Explicit Ecological Models. - Alexandre Graell i Amat, Gianluigi Liva:
Finite Length Analysis of Irregular Repetition Slotted ALOHA in the Waterfall Region. - Saba Asaad, Ali Bereyhi, Amir Masoud Rabiei, Ralf R. Müller, Rafael F. Schaefer:
Optimal Transmit Antenna Selection for Massive MIMO Wiretap Channels. - Hayder Al-Salihi, Trinh Van Chien, Tuan Anh Le, Mohammad Reza Nakhai:
A Successive Optimization Approach to Pilot Design for Multi-Cell Massive MIMO Systems. - Samer B. Nashed, David M. Ilstrup, Joydeep Biswas:
Localization under Topological Uncertainty for Lane Identification of Autonomous Vehicles. - Saravanan Thirumuruganathan, Nan Tang, Mourad Ouzzani:
Data Curation with Deep Learning [Vision]: Towards Self Driving Data Curation. - Jun Liu:
Robust Abstractions for Control Synthesis: Robustness Equals Realizability for Linear-Time Properties. - Jelle Hellings, Marc Gyssens, Yuqing Wu, Dirk Van Gucht, Jan Van den Bussche, Stijn Vansummeren, George H. L. Fletcher:
Comparing Downward Fragments of the Relational Calculus with Transitive Closure on Trees. - Gianni Fenu, Lodovica Marchesi, Michele Marchesi, Roberto Tonelli:
The ICO Phenomenon and Its Relationships with Ethereum Smart Contract Environment. - Andreas Rücklé, Steffen Eger, Maxime Peyrard, Iryna Gurevych:
Concatenated p-mean Word Embeddings as Universal Cross-Lingual Sentence Representations. - Swen E. Gaudl, Mark J. Nelson, Simon Colton, Rob Saunders, Edward Jack Powley, Peter Ivey, Blanca Pérez Ferrer, Michael Cook:
Exploring Novel Game Spaces with Fluidic Games. - Shadi Abpeykar, Mehdi Ghatee:
A real-time rule-based system for bridge management based on CART decision tree and SMO algorithms. - Gedas Bertasius, Aaron Chan, Jianbo Shi:
Egocentric Basketball Motion Planning from a Single First-Person Image. - Yuhua Chen, Feng Shi, Anthony G. Christodoulou, Zhengwei Zhou, Yibin Xie, Debiao Li:
Efficient and Accurate MRI Super-Resolution using a Generative Adversarial Network and 3D Multi-Level Densely Connected Network. - Alexis Bès, Christian Choffrut:
Complexity and (un)decidability of fragments of 〈 ωωλ; × 〉. - Yuval Dagan, Ohad Shamir:
Detecting Correlations with Little Memory and Communication. - Carola Doerr, Markus Wagner:
On the Effectiveness of Simple Success-Based Parameter Selection Mechanisms for Two Classical Discrete Black-Box Optimization Benchmark Problems. - Indranil Chakraborty, Amogh Agrawal, Kaushik Roy:
Proposal for a Low Voltage Analog-to-Digital Converter using Voltage Controlled Stochastic Switching of Low Barrier Nanomagnets. - Guneet S. Dhillon, Kamyar Azizzadenesheli, Zachary C. Lipton, Jeremy Bernstein, Jean Kossaifi, Aran Khanna, Anima Anandkumar:
Stochastic Activation Pruning for Robust Adversarial Defense. - Gösta Grahne, Ali Moallemi:
Universal (and Existential) Nulls. - Hadi Salman, Puneet Singhal, Tanmay Shankar, Peng Yin, Ali Salman, William Paivine, Guillaume Sartoretti, Matthew J. Travers, Howie Choset:
Learning to Sequence Robot Behaviors for Visual Navigation. - Bishoksan Kafle, John P. Gallagher, Pierre Ganty:
Tree dimension in verification of constrained Horn clauses. - Sohil Atul Shah, Vladlen Koltun:
Deep Continuous Clustering. - Yangyu Chen, Shuhui Wang, Weigang Zhang, Qingming Huang:
Less Is More: Picking Informative Frames for Video Captioning. - Songtao Feng, Jing Yang:
Optimal Status Updating for an Energy Harvesting Sensor with a Noisy Channel. - Shuming Ma, Xu Sun, Wei Li, Sujian Li, Wenjie Li, Xuancheng Ren:
Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation. - Sebastian Böhne, Christoph Kreitz:
Learning how to Prove: From the Coq Proof Assistant to Textbook Style. 1-18 - Arno Ehle, Norbert Hundeshagen, Martin Lange:
The Sequent Calculus Trainer with Automated Reasoning - Helping Students to Find Proofs. 19-37 - Ludovic Font, Philippe R. Richard, Michel Gagnon:
Improving QED-Tutrix by Automating the Generation of Proofs. 38-58 - Mario Frank, Christoph Kreitz:
A Theorem Prover for Scientific and Educational Purposes. 59-69 - Alan Krempler, Walther Neuper:
Prototyping "Systems that Explain Themselves" for Education. 89-107 - Pedro Quaresma, Vanda Santos, Nuno Baeta:
Exchange of Geometric Information Between Applications. 108-119 - Wolfgang Schreiner, Alexander Brunhuemer, Christoph Fürst:
Teaching the Formalization of Mathematical Theories and Algorithms via the Automatic Checking of Finite Models. 120-139 - Jørgen Villadsen, Asta Halkjær From, Anders Schlichtkrull:
Natural Deduction and the Isabelle Proof Assistant. 140-155 - Michael Mitzenmacher:
Optimizing Learned Bloom Filters by Sandwiching. - Phillip M. Grice, Charles C. Kemp:
In-home and remote use of robotic body surrogates by people with profound motor deficits. - Yuri Faenza, Vladlena Powers, Xingyu Zhang:
Two-sided popular matchings in bipartite graphs with forbidden/forced elements and weights. - Kwan-Suk Kim, Luis Sentis:
On Blocking Collisions between People, Objects and other Robots. - Amir Rosenfeld, Markus D. Solbach, John K. Tsotsos:
Totally Looks Like - How Humans Compare, Compared to Machines. - Li Chen, Ge Chen, Justinas Lingys, Kai Chen:
Programmable Switch as a Parallel Computing Device. - Dong Yin, Yudong Chen, Kannan Ramchandran, Peter L. Bartlett:
Byzantine-Robust Distributed Learning: Towards Optimal Statistical Rates. - Yu Yang, Zhefeng Wang, Tianyuan Jin, Jian Pei, Enhong Chen:
Tracking Top-K Influential Vertices in Dynamic Networks. - Youngjin Kim, Minjung Kim, Gunhee Kim:
Memorization Precedes Generation: Learning Unsupervised GANs with Memory Networks. - Dan Xu, Xavier Alameda-Pineda, Jingkuan Song, Elisa Ricci, Nicu Sebe:
Cross-Paced Representation Learning with Partial Curricula for Sketch-based Image Retrieval. - Kiyoshi Oguri, Yuichiro Shibata:
A new stereo formulation not using pixel and disparity models. - Minhui Zou, Chengliang Wang, Fangyu Li, Wen-Zhan Song:
Network Phenotyping for Network Traffic Classification and Anomaly Detection. - Hao Chen, Yali Wang, Guoyou Wang, Yu Qiao:
LSTD: A Low-Shot Transfer Detector for Object Detection. - Chang Liu, Xiaolin Wu, Xiao Shu:
Learning-Based Dequantization For Image Restoration Against Extremely Poor Illumination. - Shu Liu, Lu Qi, Haifang Qin, Jianping Shi, Jiaya Jia:
Path Aggregation Network for Instance Segmentation. - Zhenyu Gu, Chenhao Jin, Zhanxun Dong, Danni Chang:
Predicting Webpage Aesthetics with Heatmap Entropy. - Xiang Wei, Boqing Gong, Zixia Liu, Wei Lu, Liqiang Wang:
Improving the Improved Training of Wasserstein GANs: A Consistency Term and Its Dual Effect. - Fuzhen Zhuang, Yingmin Zhou, Fuzheng Zhang, Xiang Ao, Xing Xie, Qing He:
Cross-domain novelty seeking trait mining for sequential recommendation. - Yiftach Richter, Itsik Bergel:
Optimal and Suboptimal Routing Based on Partial CSI in Random Ad-hoc Networks. - Jason M. Altschuler, Kunal Talwar:
Online learning over a finite action set with limited switching. - Tong Qin, Peiliang Li, Shaojie Shen:
Relocalization, Global Optimization and Map Merging for Monocular Visual-Inertial SLAM. - Yue Xi, Jiangbin Zheng, Xiangjian He, Wenjing Jia, Hanhui Li:
Beyond Context: Exploring Semantic Similarity for Tiny Face Detection. - Zhiyuan Zhang, Wei Li, Xu Sun:
Automatic Transferring between Ancient Chinese and Contemporary Chinese. - Hossein Rajabzadeh, Mansoor Zolghadri Jahromi, Mohammad Sadegh Zare, Seyed Mostafa Fakhrahmad:
Local Distance Metric Learning for Nearest Neighbor Algorithm. - Marc Aiguier, Jamal Atif, Isabelle Bloch, Ramón Pino Pérez:
Explanatory relations in arbitrary logics based on satisfaction systems, cutting and retraction. - Oliver Moolan-Feroze, Andrew Calway:
Predicting Out-of-View Feature Points for Model-Based Camera Pose Estimation. - Christos K. Verginis, Dimos V. Dimarogonas:
Motion and Cooperative Transportation Planning for Multi-Agent Systems under Temporal Logic Formulas. - Andrew Krizhanovsky, Alexander Kirillov:
Calculated attributes of synonym sets. - Risi Kondor:
N-body Networks: a Covariant Hierarchical Neural Network Architecture for Learning Atomic Potentials. - James H. Davenport, Matthew England, Roberto Sebastiani, Patrick Trentin:
OpenMath and SMT-LIB. - Rada Deeb, Damien Muselet, Mathieu Hébert, Alain Trémeau:
Spectral reflectance estimation from one RGB image using self-interreflections in a concave object. - Florian Quinkert, Thorsten Holz, K. S. M. Tozammel Hossain, Emilio Ferrara, Kristina Lerman:
RAPTOR: Ransomware Attack PredicTOR. - Jogendra Nath Kundu, Phani Krishna Uppala, Anuj Pahuja, R. Venkatesh Babu:
AdaDepth: Unsupervised Content Congruent Adaptation for Depth Estimation. - Xinghua Wang, Zhaohui Peng, Senzhang Wang, Philip S. Yu, Wenjing Fu, Xiaoguang Hong:
Cross-Domain Recommendation for Cold-Start Users via Neighborhood Based Feature Mapping. - Johannes Hofmann, Georg Hager, Dietmar Fey:
On the accuracy and usefulness of analytic energy models for contemporary multicore processors. - Andrey Sartison, Dima Mironov, Kamal Youcef-Toumi, Dzmitry Tsetserukou:
Finger Grip Force Estimation from Video using Two Stream Approach. - Swen E. Gaudl:
Agile Behaviour Design: A Design Approach for Structuring Game Characters and Interactions. - Andrew Adamatzky, Neil Phillips, Roshan Weerasekera, Michail-Antisthenis I. Tsompanas, Georgios Ch. Sirakoulis:
Excitable London: Street map analysis with Oregonator model. - Pedro F. Campos:
You Are Okay: Towards User Interfaces for Improving Well-being. - Swen E. Gaudl:
A Genetic Programming Framework for 2D Platform AI. - Martina Mammarella, Matthias Lorenzen, Elisa Capello, Hyeongjun Park, Fabrizio Dabbene, Frank Allgöwer, Giorgio Guglieri, Marcello Romano:
An Offline-Sampling SMPC Framework with Application to Automated Space Maneuvers. - Jonny O'Dwyer, Ronan Flynn, Niall Murray:
Continuous Affect Prediction using Eye Gaze. - Daniel Martens, Walid Maalej:
ReviewChain: Untampered Product Reviews on the Blockchain. - Jonny O'Dwyer, Ronan Flynn, Niall Murray:
Continuous Affect Prediction Using Eye Gaze and Speech. - Stanley L. Tuznik, Peter J. Olver, Allen R. Tannenbaum:
Affine Differential Invariants for Invariant Feature Point Detection. - Brendan Cody-Kenny, Umberto Manganiello, John Farrelly, Adrian Ronayne, Eoghan Considine, Thomas McGuire, Michael O'Neill:
Investigating the Evolvability of Web Page Load Time. - Yuanhang Su, Yuzhong Huang, C.-C. Jay Kuo:
On Extended Long Short-term Memory and Dependent Bidirectional Recurrent Neural Network. - Ayesha Gurnani, Vandit Gajjar, Viraj Mavani, Yash Khandhediya:
Using Visual Saliency to Improve Human Detection with Convolutional Networks. - Kieran Greer:
Memory Search and Sense from Shallow Hierarchies. - Dominik Kempa, Alberto Policriti, Nicola Prezza, Eva Rotenberg:
String Attractors: Verification and Optimization. - Hans van Ditmarsch, Tim French, James Hales:
Positive Announcements. - Benjamin Roth, Costanza Conforti, Nina Pörner, Sanjeev Karn, Hinrich Schütze:
Neural Architectures for Open-Type Relation Argument Extraction. - Arthur F. Ramos, Ruy J. G. B. de Queiroz, Anjolina Grisi de Oliveira, Tiago Mendonça Lucena de Veras:
On the Use of Computational Paths in Path Spaces of Homotopy Type Theory. - Arjuna Flenner, Lawrence Peterson, Jason Bunk, Tajuddin Manhar Mohammed, Lakshmanan Nataraj, B. S. Manjunath:
Resampling Forgery Detection Using Deep Learning and A-Contrario Analysis. - Nicola Prezza:
Optimal Substring-Equality Queries with Applications to Sparse Text Indexing. - Nabeel Gillani, Ann Yuan, Martin Saveski, Soroush Vosoughi, Deb Roy:
Me, My Echo Chamber, and I: Introspection on Social Media Polarization. - Khashayar Asadi, Hariharan Ramshankar, Harish Pullagurla, Aishwarya Bhandare, Suraj Shanbhag, Pooja Mehta, Spondon Kundu, Kevin K. Han, Edgar J. Lobaton, Tianfu Wu:
Building an Integrated Mobile Robotic System for Real-Time Applications in Construction. - Saúl A. Blanco, Charles Buehrle:
Some relations on prefix reversal generators of the symmetric and hyperoctahedral group. - Sanjeev Arora, Wei Hu, Pravesh K. Kothari:
An Analysis of the t-SNE Algorithm for Data Visualization. - Peter Englert, Marc Toussaint:
Kinematic Morphing Networks for Manipulation Skill Transfer. - Meng Ding, Guoliang Fan:
A generalized parametric 3D shape representation for articulated pose estimation. - Anthony Bonato, Nicole Eikmeier, David F. Gleich, Rehan Malik:
Dynamic Competition Networks: detecting alliances and leaders. - Yi Shen:
Data Sustainability and Reuse Pathways of Natural Resources and Environmental Scientists. - Po-An Chen, Chi-Jen Lu:
Playing Stackelberg Opinion Optimization with Randomized Algorithms for Combinatorial Strategies. - Panpan Zheng, Shuhan Yuan, Xintao Wu, Jun Li, Aidong Lu:
One-Class Adversarial Nets for Fraud Detection. - Friedrich Solowjow, Dominik Baumann, Jochen Garcke, Sebastian Trimpe:
Event-triggered Learning for Resource-efficient Networked Control. - Yi Shen:
Burgeoning Data Repository Systems, Characteristics and Development Strategies: Insights of Natural Resources and Environmental Scientists. - Jesús A. De Loera, Thomas A. Hogan, Frédéric Meunier, Nabil H. Mustafa:
Integer and Mixed Integer Tverberg Numbers. - Kumar Vijay Mishra, Yonina C. Eldar:
Sub-Nyquist Radar: Principles and Prototypes. - Marthe Bonamy, Édouard Bonnet, Nicolas Bousquet, Pierre Charbit, Stéphan Thomassé:
EPTAS for Max Clique on Disks and Unit Balls. - Alexander G. Ororbia II, Ankur Arjun Mali, Daniel Kifer, C. Lee Giles:
Conducting Credit Assignment by Aligning Local Representations. - Chen-Hsuan Lin, Ersin Yumer, Oliver Wang, Eli Shechtman, Simon Lucey:
ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing. - Kyriacos Shiarlis, Markus Wulfmeier, Sasha Salter, Shimon Whiteson, Ingmar Posner:
TACO: Learning Task Decomposition via Temporal Alignment for Control. - Ahmed Fadhil:
Towards Automatic & Personalised Mobile Health Interventions: An Interactive Machine Learning Perspective. - Vidya Narayanan, Vlad Barash, John Kelly, Bence Kollanyi, Lisa-Maria Neudert, Philip N. Howard:
Polarization, Partisanship and Junk News Consumption over Social Media in the US. - Arbaaz Khan, Vijay Kumar, Alejandro Ribeiro:
Learning Sample-Efficient Target Reaching for Mobile Robots. - Yu Shi, Huan Gui, Qi Zhu, Lance M. Kaplan, Jiawei Han:
AspEm: Embedding Learning by Aspects in Heterogeneous Information Networks. - Edith Zavala, Xavier Franch, Jordi Marco, Alessia Knauss, Daniela E. Damian:
SACRE: Supporting contextual requirements' adaptation in modern self-adaptive systems in the presence of uncertainty at runtime. - Rey Wiyatno, Jeff Orchard:
Style Memory: Making a Classifier Network Generative. - Yongkai Wu, Lu Zhang, Xintao Wu:
On Discrimination Discovery and Removal in Ranked Data using Causal Graph. - Pengcheng Xi, Chang Shu, Rafik Goubran:
Abnormality Detection in Mammography using Deep Convolutional Neural Networks. - Martin Fränzle, Mahsa Shirmohammadi, Mani Swaminathan, James Worrell:
Costs and Rewards in Priced Timed Automata. - Kathleen Cavanagh, Petr Vorobev, Konstantin S. Turitsyn:
Stability of DC Networks with Generic Load Models. - Yao Zhang, Andrew M. Saxe, Madhu S. Advani, Alpha A. Lee:
Energy-entropy competition and the effectiveness of stochastic gradient descent in machine learning. - Kavita Ganesan:
ROUGE 2.0: Updated and Improved Measures for Evaluation of Summarization Tasks. - Francois Robert Hogan, Maria Bauzá, Oleguer Canal, Elliott Donlon, Alberto Rodriguez:
Tactile Regrasp: Grasp Adjustments via Simulated Tactile Transformations. - Paola Benedetti, Dino Ienco, Raffaele Gaetano, Kenji Ose, Ruggero G. Pensa, Stéphane Dupuy:
M3Fusion: A Deep Learning Architecture for Multi-{Scale/Modal/Temporal} satellite data fusion. - Lian Duan, Xi Qin, Yuanhao He, Xialin Sang, Jinda Pan, Tao Xu, Jing Men, Rudolph E. Tanzi, Airong Li, Yutao Ma, Chao Zhou:
Segmentation of Drosophila Heart in Optical Coherence Microscopy Images Using Convolutional Neural Networks. - Alexander Ivanov, Mark E. Campbell:
Secure Minimum Time Planning Under Environmental Uncertainty: an Extended Treatment. - Kevin Wu, Eric Wu, Gabriel Kreiman:
Learning Scene Gist with Convolutional Neural Networks to Improve Object Recognition. - Edward Gan, Jialin Ding, Kai Sheng Tai, Vatsal Sharan, Peter Bailis:
Moment-Based Quantile Sketches for Efficient High Cardinality Aggregation Queries. - Steve Jeffrey Tueno Fotso, Marc Frappier, Amel Mammar, Régine Laleau:
From SysML/KAOS Domain Models to B System Specifications. - Andrej Gams, Sean A. Mason, Ales Ude, Stefan Schaal, Ludovic Righetti:
Learning Task-Specific Dynamics to Improve Whole-Body Control. - Kapil D. Katyal, Katie M. Popek, Chris Paxton, Joseph L. Moore, Kevin C. Wolfe, Philippe Burlina, Gregory D. Hager:
Occupancy Map Prediction Using Generative and Fully Convolutional Networks for Vehicle Navigation. - Jingwei Song, Jun Wang, Liang Zhao, Shoudong Huang, Gamini Dissanayake:
MIS-SLAM: Real-time Large Scale Dense Deformable SLAM System in Minimal Invasive Surgery Based on Heterogeneous Computing. - Boris Ivanovic, Edward Schmerling, Karen Leung, Marco Pavone:
Generative Modeling of Multimodal Multi-Human Behavior. - Siyuan Qi, Song-Chun Zhu:
Intent-aware Multi-agent Reinforcement Learning. - Yuhuai Wu, Mengye Ren, Renjie Liao, Roger B. Grosse:
Understanding Short-Horizon Bias in Stochastic Meta-Optimization. - Di Zhai, He Chen, Zihuai Lin, Yonghui Li, Branka Vucetic:
Accumulate Then Transmit: Multi-user Scheduling in Full-Duplex Wireless-Powered IoT Systems. - Savitha Ramasamy, Kanagasabai Rajaraman, Pavitra Krishnaswamy, Vijay Chandrasekhar:
Online Deep Learning: Growing RBM on the fly. - Omar I. Al-Bataineh:
Efficient Decentralized LTL Monitoring Framework Using Tableau Approach. - Junaid Ahmed Ansari, Sarthak Sharma, Anshuman Majumdar, J. Krishna Murthy, K. Madhava Krishna:
The Earth ain't Flat: Monocular Reconstruction of Vehicles on Steep and Graded Roads from a Moving Camera. - Ulrik Lyngs, Reuben Binns, Max Van Kleek, Nigel Shadbolt:
"So, Tell Me What Users Want, What They Really, Really Want!". - Paul Chauchat, Axel Barrau, Silvère Bonnabel:
Invariant Smoothing on Lie Groups. - Roey Mechrez, Itamar Talmi, Lihi Zelnik-Manor:
The Contextual Loss for Image Transformation with Non-Aligned Data. - Francisco Javier Chiyah Garcia, David A. Robb, Xingkun Liu, Atanas Laskov, Pedro Patrón, Helen F. Hastie:
Explain Yourself: A Natural Language Interface for Scrutable Autonomous Robots. - Elisa Tonello, Etienne Farcot, Claudine Chaouiya:
Local negative circuits and cyclic attractors in Boolean networks with at most five components. - Günther Reitberger, Stefan Zernetsch, Maarten Bieshaar, Bernhard Sick, Konrad Doll, Erich Fuchs:
Cooperative Tracking of Cyclists Based on Smart Devices and Infrastructure. - Maarten Bieshaar:
Where is my Device? - Detecting the Smart Device's Wearing Location in the Context of Active Safety for Vulnerable Road Users. - Shengdong Du, Tianrui Li, Xun Gong, Zeng Yu, Shi-Jinn Horng:
A Hybrid Method for Traffic Flow Forecasting Using Multimodal Deep Learning. - Helen F. Hastie, Katrin Solveig Lohan, Mike J. Chantler, David A. Robb, Subramanian Ramamoorthy, Ronald P. A. Petrick, Sethu Vijayakumar, David Lane:
The ORCA Hub: Explainable Offshore Robotics through Intelligent Interfaces. - Wissam Siblini, Frank Meyer, Pascale Kuntz:
VIPE: A new interactive classification framework for large sets of short texts - application to opinion mining. - Mauricio de Castro Tomé, Pedro Henrique Juliano Nardelli, Hirley Alves:
Event-based Electricity Metering: An Autonomous Method to Determine Transmission Thresholds. - Dongyang Xu, Pinyi Ren, James A. Ritcey:
Optimal Grassmann Manifold Eavesdropping: A Huge Security Disaster for M-1-2 Wiretap Channels. - Emiel Hoogeboom, Jorn W. T. Peters, Taco S. Cohen, Max Welling:
HexaConv. - Lojain Jibawi, Saoussen Said, Kenjiro Tadakuma, Jose Berengueres:
Smartphone-based Home Robotics. - Per Skarin, William Tärneberg, Karl-Erik Årzén, Maria Kihl:
Towards Mission-Critical Control at the Edge and Over 5G. - Helen F. Hastie, Francisco Javier Chiyah Garcia, David A. Robb, Pedro Patrón, Atanas Laskov:
MIRIAM: A Multimodal Chat-Based Interface for Autonomous Systems. - Christian A. Mueller, Tobias Fromm, Arturo Gomez Chavez, Daniel Koehntopp, Andreas Birk:
Robust Continuous System Integration for Critical Deep-Sea Robot Operations Using Knowledge-Enabled Simulation in the Loop. - Felix Altenberger, Claus Lenz:
A Non-Technical Survey on Deep Convolutional Neural Network Architectures. - Marcel Böhme:
STADS: Software Testing as Species Discovery. - Josep Domingo-Ferrer, Jordi Soria-Comas:
Connecting Randomized Response, Post-Randomization, Differential Privacy and t-Closeness via Deniability and Permutation. - Christian A. Mueller, Andreas Birk:
Conceptualization of Object Compositions Using Persistent Homology. - Peter Shaw, Jakob Uszkoreit, Ashish Vaswani:
Self-Attention with Relative Position Representations. - Moritz Kreutzer, Georg Hager, Dominik Ernst, Holger Fehske, Alan R. Bishop, Gerhard Wellein:
Chebyshev Filter Diagonalization on Modern Manycore Processors and GPGPUs. - Thomas Baroche, Pierre Pinson, Roman Le Goff Latimier, Hamid Ben Ahmed:
Exogenous Approach to Grid Cost Allocation in Peer-to-Peer Electricity Markets. - Matthew J. Katz:
A PTAS for vertex guarding weakly-visible polygons - An extended abstract. - Dominik Kowald, Paul Seitlinger, Tobias Ley, Elisabeth Lex:
The Impact of Semantic Context Cues on the User Acceptance of Tag Recommendations: An Online Study. - Arnaud Durand, Miika Hannula, Juha Kontinen, Arne Meier, Jonni Virtema:
Probabilistic team semantics. - Vandit Gajjar:
2^B3^C: 2 Box 3 Crop of Facial Image for Gender Classification with Convolutional Networks. - Hector Zenil, Narsis Aftab Kiani, Jesper Tegnér:
Symmetry and Algorithmic Complexity of Polyominoes and Polyhedral Graphs. - Riza Alp Güler, Yuxiang Zhou, George Trigeorgis, Epameinondas Antonakos, Patrick Snape, Stefanos Zafeiriou, Iasonas Kokkinos:
DenseReg: Fully Convolutional Dense Shape Regression In-the-Wild. - Kan Ren, Weinan Zhang, Ke Chang, Yifei Rong, Yong Yu, Jun Wang:
Bidding Machine: Learning to Bid for Directly Optimizing Profits in Display Advertising. - Vasiliki Efstathiou, Diomidis Spinellis:
Code Review Comments: Language Matters. - Fanny Jardel, Tobias A. Eriksson, Cyril Méasson, Amirhossein Ghazisaeidi, Fred Buchali, Wilfried Idler, Joseph J. Boutros:
Experiments and Shaping Tradeoffs for Long-Haul Transmissions. - Hankz Hankui Zhuo, Yantian Zha, Subbarao Kambhampati:
Discovering Underlying Plans Based on Shallow Models. - Xinwen Zhou, Xuguang Lan, Hanbo Zhang, Zhiqiang Tian, Yang Zhang, Nanning Zheng:
Fully Convolutional Grasp Detection Network with Oriented Anchor Box. - Pierre-Jean Meyer, Samuel Coogan, Murat Arcak:
Sampled-data reachability analysis using sensitivity and mixed-monotonicity. - Seth Gilbert, Nancy A. Lynch, Calvin Newport, Dominik Pajak:
On Simple Back-Off in Complicated Radio Networks. - Shuai Jiang, Kan Li, Richard Yida Xu:
Relative Pairwise Relationship Constrained Non-negative Matrix Factorisation. - Xi Fang, Zengmao Wang, Xinyao Tang, Chen Wu:
Multi-class Active Learning: A Hybrid Informative and Representative Criterion Inspired Approach. - Stefano Buzzi, Carmen D'Andrea, Ciro D'Elia:
Subspace Tracking and Least Squares Approaches to Channel Estimation in Millimeter Wave Multiuser MIMO. - Suttinee Sawadsitang, Siwei Jiang, Dusit Niyato, Ping Wang:
Optimal Stochastic Package Delivery Planning with Deadline: A Cardinality Minimization in Routing. - Nikolai Dokuchaev:
Predictability of sequences and subsequences with spectrum degeneracy at periodically located points. - Onel L. Alcaraz López, Hirley Alves, Richard Demo Souza, Matti Latva-aho:
Hybrid Wired-Wireless Backhaul Solutions for Heterogeneous Ultra-Dense Networks. - Andrew W. Palmer, Navid Nourani-Vatani:
Robust Odometry using Sensor Consensus Analysis. - Brendon Boldt, Ivan Gavran, Eva Darulova, Rupak Majumdar:
Precise but Natural Specification for Robot Tasks. - Stefan Zernetsch, Viktor Kress, Bernhard Sick, Konrad Doll:
Early Start Intention Detection of Cyclists Using Motion History Images and a Deep Residual Network. - Dong-Min Kim, Nuno K. Pratas, Petar Popovski:
Achieving Low Latency Two-Way Communication by Downlink and Uplink Decoupled Access. - Willie Boag, Elena Sergeeva, Saurabh Kulshreshtha, Peter Szolovits, Anna Rumshisky, Tristan Naumann:
CliNER 2.0: Accessible and Accurate Clinical Concept Extraction. - Fernando Gama, Antonio G. Marques, Alejandro Ribeiro, Geert Leus:
MIMO Graph Filters for Convolutional Neural Networks. - Tiago Cunha, Carlos Soares, André C. P. L. F. de Carvalho:
CF4CF: Recommending Collaborative Filtering algorithms using Collaborative Filtering. - Giulio Franzese, Monica Visintin:
Deep Information Networks. - Mingliang Xu, Zhaoyang Ge, Xiaoheng Jiang, Gaoge Cui, Pei Lv, Bing Zhou:
Depth Information Guided Crowd Counting for Complex Crowd Scenes. - Sergey Triputen, Atmaraaj Gopal, Thomas Weber, Christian Höfert, Kristiaan Schreve, Matthias Rätsch:
Methodology to analyze the accuracy of 3D objects reconstructed with collaborative robot based monocular LSD-SLAM. - Stefano Buzzi, Carmen D'Andrea, Alessio Zappone:
User-Centric 5G Cellular Networks: Resource Allocation and Comparison with the Cell-Free Massive MIMO Approach. - Lorenzo Zino, Giacomo Como, Fabio Fagnani:
On stochastic imitation dynamics in large-scale networks. - Demetris Marnerides, Thomas Bashford-Rogers, Jonathan Hatchett, Kurt Debattista:
ExpandNet: A Deep Convolutional Neural Network for High Dynamic Range Expansion from Low Dynamic Range Content. - Huan Yang, Baoyuan Wang, Noranart Vesdapunt, Minyi Guo, Sing Bing Kang:
Personalized Attention-Aware Exposure Control Using Reinforcement Learning. - Vladimir Braverman, Emanuele Viola, David P. Woodruff, Lin F. Yang:
Revisiting Frequency Moment Estimation in Random Order Streams. - Zhichao Yin, Jianping Shi:
GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose. - Stefan Constantin, Jan Niehues, Alex Waibel:
An End-to-End Goal-Oriented Dialog System with a Generative Natural Language Response Generation. - Mingliang Xu, Qingfeng Li, Jianwei Niu, Xiting Liu, Weiwei Xu, Pei Lv, Bing Zhou:
ART-UP: A Novel Method for Generating Scanning-robust Aesthetic QR codes. - Bedoor K. AlShebli, Talal Rahwan, Wei Lee Woon:
Ethnic Diversity Increases Scientific Impact. - Yuming Shen, Li Liu, Fumin Shen, Ling Shao:
Zero-Shot Sketch-Image Hashing. - Hanz Cuevas-Velasquez, Nanbo Li, Radim Tylecek, Marcelo Saval-Calvo, Robert B. Fisher:
Hybrid Multi-camera Visual Servoing to Moving Target. - Cheng Zhao, Li Sun, Pulak Purkait, Tom Duckett, Rustam Stolkin:
Learning monocular visual odometry with dense 3D mapping from dense 3D flow. - Saeid Haghighatshoar, Peter Jung, Giuseppe Caire:
Improved Scaling Law for Activity Detection in Massive MIMO Systems. - Vladimir Kolmogorov:
Testing the complexity of a valued CSP language. - Juan Camilo Gamboa Higuera, David Meger, Gregory Dudek:
Synthesizing Neural Network Controllers with Probabilistic Model based Reinforcement Learning. - Yongxin Chen, Johan Karlsson:
State tracking of linear ensembles via optimal mass transport. - Nicole Novielli, Fabio Calefato, Filippo Lanubile:
A Gold Standard for Emotion Annotation in Stack Overflow. - Youngjun Cho, Andrea Bianchi, Nicolai Marquardt, Nadia Bianchi-Berthouze:
RealPen: Providing Realism in Handwriting Tasks on Touch Surfaces using Auditory-Tactile Feedback. - Miran Boric, Ana Fernández Vilas, Rebeca P. Díaz Redondo:
Analysing the Potential of BLE to Support Dynamic Broadcasting Scenarios. - Youngjun Cho, Nadia Bianchi-Berthouze, Nicolai Marquardt, Simon J. Julier:
Deep Thermal Imaging: Proximate Material Type Recognition in the Wild through Deep Learning of Spatial Surface Temperature Patterns. - Minshuo Chen, Lin Yang, Mengdi Wang, Tuo Zhao:
Dimensionality Reduction for Stationary Time Series via Stochastic Nonconvex Optimization. - Ivo M. Baltruschat, Hannes Nickisch, Michael Grass, Tobias Knopp, Axel Saalbach:
Comparison of Deep Learning Approaches for Multi-Label Chest X-Ray Classification. - Steven Young, Tamer Abdou, Ayse Bener:
Deep Super Learner: A Deep Ensemble for Classification Problems. - Suchin Gururangan, Swabha Swayamdipta, Omer Levy, Roy Schwartz, Samuel R. Bowman, Noah A. Smith:
Annotation Artifacts in Natural Language Inference Data. - Hung V. Luu, Manh V. Pham, Chuc D. Man, Hung Q. Bui, Thanh T. N. Nguyen:
Comparison of various image fusion methods for impervious surface classification from VNREDSat-1. - Milad Hashemi, Kevin Swersky, Jamie A. Smith, Grant Ayers, Heiner Litz, Jichuan Chang, Christos Kozyrakis, Parthasarathy Ranganathan:
Learning Memory Access Patterns. - Harsh Taneja, Angela Xiao Wu:
Pathways to Fragmentation: User Flows and Web Distribution Infrastructures. - Hantao Cui, Fangxing Li, Kevin Tomsovic, Siqi Wang, Riyasat Azim, Yidan Lu, Haoyu Yuan:
Cyber-Physical Testbed for Power System Wide-Area Measurement-Based Control Using Open-Source Software. - Ofir Nachum, Mohammad Norouzi, George Tucker, Dale Schuurmans:
Smoothed Action Value Functions for Learning Gaussian Policies. - Jizhe Wang, Pipei Huang, Huan Zhao, Zhibo Zhang, Binqiang Zhao, Dik Lun Lee:
Billion-scale Commodity Embedding for E-commerce Recommendation in Alibaba. - Sandra Anil, Abu Kurian, Sudeepa Roy Dey, Snehanshu Saha, Ankit Sinha:
Genealogy tree: understanding academic lineage of authors via algorithmic and visual analysis. - Pedro F. Proença, Yang Gao:
Fast Cylinder and Plane Extraction from Depth Cameras for Visual Odometry. - Ahmad Biniaz, Alfredo García:
Packing Plane Spanning Trees into a Point Set. - Vikas K. Garg, Ofer Dekel, Lin Xiao:
Learning SMaLL Predictors. - Francesco Barbieri, Miguel Ballesteros, Francesco Ronzano, Horacio Saggion:
Multimodal Emoji Prediction. - Umberto Michieli, Leonardo Badia:
Game Theoretic Analysis of Road User Safety Scenarios Involving Autonomous Vehicles. - Chase Roberts, Manish Nair:
Arbitrary Discrete Sequence Anomaly Detection with Zero Boundary LSTM. - Po-Sen Huang, Chenglong Wang, Rishabh Singh, Wen-tau Yih, Xiaodong He:
Natural Language to Structured Query Generation via Meta-Learning. - Feng Zheng, Grace Tsai, Zhe Zhang, Shaoshan Liu, Chen-Chi Chu, Hongbing Hu:
PI-VIO: Robust and Efficient Stereo Visual Inertial Odometry using Points and Lines. - William Phan, Christopher Purcell:
On the parameterized complexity of manipulating Top Trading Cycles. - Ahmed El Shafie, Asma Mabrouk, Kamel Tourki, Naofal Al-Dhahir, Mazen O. Hasna:
Securing Untrusted Full-Duplex Relay Channels in the Presence of Multiple External Cluster-Based Eavesdroppers. - Lisette Espin Noboa, Claudia Wagner, Fariba Karimi, Kristina Lerman:
Towards Quantifying Sampling Bias in Network Inference. - M. E. J. Newman:
Network reconstruction and error estimation with noisy network data. - Hashim A. Hashim, Babajide Odunitan Ayinde, Mohammad A. Abido:
Optimal Placement of Relay Nodes in Wireless Sensor Network Using Artificial Bees Colony Algorithm. - Nasir Saeed, Abdulkadir Celik, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini:
Underwater Optical Wireless Communications, Networking, and Localization: A Survey. - Morteza Mehrnoush, Vanlin Sathya, Sumit Roy, Monisha Ghosh:
Analytical Modeling of Wi-Fi and LTE-LAA Coexistence: Throughput and Impact of Energy Detection Threshold. - Sean Billings:
Categorical Mixture Models on VGGNet activations. - Alekh Agarwal, Alina Beygelzimer, Miroslav Dudík, John Langford, Hanna M. Wallach:
A Reductions Approach to Fair Classification. - Seo-Jin Bang, Wei Wu:
Multiple Kernel k-means Clustering using Min-Max Optimization with l2 Regularization. - Zhenyu Ning, Fengwei Zhang:
DexLego: Reassembleable Bytecode Extraction for Aiding Static Analysis. - Denis Firsov, Richard Blair, Aaron Stump:
Efficient Mendler-Style Lambda-Encodings in Cedille. - Sergio Miguel Tomé:
Decision-making processes in the Cognitive Theory of True Conditions. - Andrew Reisner, Luke N. Olson, J. David Moulton:
Scaling Structured Multigrid to 500K+ Cores through Coarse-Grid Redistribution. - Vahid Ahmadi:
Deforestation Prediction Using Neural Networks and Satellite Imagery in a Spatial Information System. - Song Chen, Qi Xu, Bei Yu:
Adaptive 3D-IC TSV Fault Tolerance Structure Generation. - Gao Tang, Kris Hauser:
Discontinuity-Sensitive Optimal Control Learning by Mixture of Experts. - Yogesh Simmhan, Pushkara Ravindra, Shilpa Chaturvedi, Malati Hegde, Rashmi Ballamajalu:
Towards a Data-driven IoT Software Architecture for Smart City Utilities. - Bowen Wu, Zhang-Ling Chen, Jun Wang, Hua-Ming Wu:
Exponential Discriminative Metric Embedding in Deep Learning. - Jing Wu:
Rigid Point Registration with Expectation Conditional Maximization. - Shachar Lovett:
MDS matrices over small fields: A proof of the GM-MDS conjecture. - Daokun Zhang, Jie Yin, Xingquan Zhu, Chengqi Zhang:
MetaGraph2Vec: Complex Semantic Path Augmented Heterogeneous Network Embedding. - Xingxing Wei, Jun Zhu, Hang Su:
Sparse Adversarial Perturbations for Videos. - Shafi Goldwasser, Rafail Ostrovsky, Alessandra Scafuro, Adam Sealfon:
Population stability: regulating size in the presence of an adversary. - Mingliang Xu, Yibo Guo, Bailin Yang, Wei Chen, Pei Lv, Liwei Fan, Bin Zhou:
Improving Aviation Safety using Synthetic Vision System integrated with Eye-tracking Devices. - Chengliang Yang, Anand Rangarajan, Sanjay Ranka:
Visual Explanations From Deep 3D Convolutional Neural Networks for Alzheimer's Disease Classification. - Chaojie Mao, Yingming Li, Zhongfei Zhang, Yaqing Zhang, Xi Li:
Pyramid Person Matching Network for Person Re-identification. - Hyoyoung Jung, Jaewook Kang, Tae Seok Lee, Suil Kim, Kiseon Kim:
An iALM-ICA-based Anti-Jamming DS-CDMA Receiver for LMS Systems. - Wei-Ning Hsu, James R. Glass:
Extracting Domain Invariant Features by Unsupervised Learning for Robust Automatic Speech Recognition. - Hilmi E. Egilmez, Eduardo Pavez, Antonio Ortega:
Graph Learning from Filtered Signals: Graph System and Diffusion Kernel Identification. - Prerana Mukherjee, Brejesh Lall, Snehith Lattupally:
Object cosegmentation using deep Siamese network. - Chaojie Mao, Yingming Li, Yaqing Zhang, Zhongfei Zhang, Xi Li:
Multi-Channel Pyramid Person Matching Network for Person Re-Identification. - Yisroel Mirsky, Naor Kalbo, Yuval Elovici, Asaf Shabtai:
Vesper: Using Echo-Analysis to Detect Man-in-the-Middle Attacks in LANs. - Iran Ramezanipour, Hirley Alves, Pedro H. J. Nardelli, Ari Pouttu:
Energy Efficiency of an Unlicensed Wireless Network in the Presence of Retransmissions. - Tianyi Zhang, Guosheng Lin, Jianfei Cai, Tong Shen, Chunhua Shen, Alex C. Kot:
Decoupled Spatial Neural Attention for Weakly Supervised Semantic Segmentation. - Yasushi Kawase, Hanna Sumita, Takuro Fukunaga:
Submodular maximization with uncertain knapsack capacity. - Nieves R. Brisaboa, Guillermo de Bernardo, Gonzalo Navarro, Tirso V. Rodeiro, Diego Seco:
Compact Representations of Event Sequences. - Minkyu Choi, Takazumi Matsumoto, Minju Jung, Jun Tani:
Generating goal-directed visuomotor plans based on learning using a predictive coding type deep visuomotor recurrent neural network model. - Abhijit Guha Roy, Nassir Navab, Christian Wachinger:
Concurrent Spatial and Channel Squeeze & Excitation in Fully Convolutional Networks. - Dario Paccagnan, Francesca Parise, John Lygeros:
On the Efficiency of Nash Equilibria in Charging Games. - Harm H. M. Weerts, Paul M. J. Van den Hof, Arne G. Dankers:
Single module identifiability in linear dynamic networks. - Wenyu Du, Shuai Yu, Min Yang, Qiang Qu, Jia Zhu:
GPSP: Graph Partition and Space Projection based Approach for Heterogeneous Network Embedding. - Davide Vega, Matteo Magnani:
Foundations of Temporal Text Networks. - Elisa Rojas, Hedayat Hosseini, Andres Beato, José Manuel Giménez-Guzmán, Guillermo Ibáñez:
wARP-Path: Implications of adapting the Ethernet-based ARP-Path bridging protocol to a wireless environment. - Mahdi Nangir, Reza Asvadi, Mahmoud Ahmadian-Attari, Jun Chen:
Successive Wyner-Ziv Coding for the Binary CEO Problem under Log-Loss. - Yue Luo, Jimmy S. J. Ren, Mude Lin, Jiahao Pang, Wenxiu Sun, Hongsheng Li, Liang Lin:
Single View Stereo Matching. - (Withdrawn) Correct by Construction Resource-based Process Composition.
- Christian Zimmermann, Tim Welschehold, Christian Dornhege, Wolfram Burgard, Thomas Brox:
3D Human Pose Estimation in RGBD Images for Robotic Task Learning. - Behrouz Bolourian Haghighi, Amir Hossein Taherinia, Amir Hossein Mohajerzadeh:
TRLG: Fragile blind quad watermarking for image tamper detection and recovery by providing compact digests with quality optimized using LWT and GA. - Tobias Hinz, Stefan Wermter:
Inferencing Based on Unsupervised Learning of Disentangled Representations. - Wenfeng Feng, Hankz Hankui Zhuo, Subbarao Kambhampati:
Extracting Action Sequences from Texts Based on Deep Reinforcement Learning. - Lichao Mou, Lorenzo Bruzzone, Xiao Xiang Zhu:
Learning Spectral-Spatial-Temporal Features via a Recurrent Convolutional Neural Network for Change Detection in Multispectral Imagery. - Florian Barbero, Guilhem Gamard, Anaël Grandjean:
Quasiperiods of biinfinite Sturmian words. - Fredrik Dahlqvist, Vincent Danos, Ilias Garnier, Alexandra Silva:
Borel Kernels and their Approximation, Categorically. - Hsi-Ming Ho, Joël Ouaknine, James Worrell:
On the Expressiveness and Monitoring of Metric Temporal Logic. - Subho S. Banerjee, Mohamed El-Hadedy, Jong Bin Lim, Zbigniew T. Kalbarczyk, Deming Chen, Steven S. Lumetta, Ravishankar K. Iyer:
ASAP: Accelerated Short-Read Alignment on Programmable Hardware. - Yong Wang:
Communicating Concurrent Processes. - Vinamra Benara, Sahithi Rampalli, Ziaul Choudhury, Suresh Purini, Uday Bondhugula:
Synthesizing Power and Area Efficient Image Processing Pipelines on FPGAs using Customized Bit-widths. - Taras Kucherenko, Hedvig Kjellström:
A Neural Network Approach to Missing Marker Reconstruction. - Francesco Marcuzzi, Andrea M. Tonello:
Smart Routing for Improved PLC Backhauling of the Radio Access Network. - Kinda Khawam, Bilal Maaz, Samir Tohmé, Jad Nasreddine, Samer Lahoud, France Lahoud:
Joint User Association, Power Control and Scheduling in Multi-Cell 5G Networks. - Jie Cheng, Qishuai Liu, Qing Hui, Fred Choobineh:
The joint optimization of critical interdependent infrastructure of an electricity-water-gas system. - Rui Kang, Yixiong Liang, Chunyan Lian, Yuan Mao:
CNN-Based Automatic Urinary Particles Recognition. - Ronny Chevalier, Maugan Villatel, David Plaquin, Guillaume Hiet:
Co-processor-based Behavior Monitoring: Application to the Detection of Attacks Against the System Management Mode. - Yikang Shen, Shawn Tan, Chin-Wei Huang, Aaron C. Courville:
Generating Contradictory, Neutral, and Entailing Sentences. - Darya Melnyk, Yuyi Wang, Roger Wattenhofer:
Byzantine Preferential Voting. - Di Deng, Tao Pang, Prasanth Palli, Fang Shu, Kenji Shimada:
Heterogeneous Vehicles Routing for Water Canal Damage Assessment. - Natalie Stanley, Thomas Bonacci, Roland Kwitt, Marc Niethammer, Peter J. Mucha:
Stochastic Block Models with Multiple Continuous Attributes. - Willie Boag, Tristan Naumann, Peter Szolovits:
Towards the Creation of a Large Corpus of Synthetically-Identified Clinical Notes. - Shangbin Wu, Yue Wang, Mohammed Al-Imari, Maziar M. Nekovee:
Frequency and Quadrature Amplitude Modulation for 5G Networks. - Shangbin Wu, Maziar M. Nekovee:
Single cell and multi-cell performance analysis of OFDM index modulation. - Yang Liu, Ruihu Li, Qiang Fu, Liangdong Lu, Yi Rao:
Some binary BCH codes with length n=2m+1. - De Mi, Mehrdad Dianati, Lei Zhang, Sami Muhaidat, Rahim Tafazolli:
Massive MIMO performance with imperfect channel reciprocity and channel estimation error. - Muhammad Haris, Greg Shakhnarovich, Norimichi Ukita:
Deep Back-Projection Networks For Super-Resolution. - Yan Anisimov, Alexandr Lysov, Dmitry Katsai:
Neural network feedback controller for inertial platform. - Shangbin Wu:
Genetic Algorithm Assisted Hybrid Beamforming for Wireless Fronthaul. - Qiuyu Zhu, Ruixin Zhang:
HENet: A Highly Efficient Convolutional Neural Networks Optimized for Accuracy, Speed and Storage. - Pawel Gajewski, Paulo Abelha Ferreira, Georg Bartels, Chaozheng Wang, Frank Guerin, Bipin Indurkhya, Michael Beetz, Bartlomiej Sniezynski:
Adapting Everyday Manipulation Skills to Varied Scenarios. - Vitor Enes, Paulo Sérgio Almeida, Carlos Baquero, João Leitão:
Efficient Synchronization of State-based CRDTs. - Georgios C. Chasparis:
Aspiration-based Perturbed Learning Automata. - Yinan Qi, David Manuel Gutiérrez Estévez, Mehrdad Shariat, Milos Tesanovic, Maziar M. Nekovee:
Interference Management via Space and Frequency Domain Resource Partitioning. - Yinan Qi, Milos Tesanovic:
FQAM-FBMC Design and Its Application to Machine Type Communication. - Mennatullah Siam, Mostafa Gamal, Moemen Abdel-Razek, Senthil Kumar Yogamani, Martin Jägersand:
RTSeg: Real-time Semantic Segmentation Comparative Study. - Jon Haël Brenas, Rachid Echahed, Martin Strecker:
On the Verification of Logically Decorated Graph Transformations. - Catherine Wong, Neil Houlsby, Yifeng Lu, Andrea Gesmundo:
Transfer Automatic Machine Learning. - Yoshikatsu Nakajima, Keisuke Tateno, Federico Tombari, Hideo Saito:
Fast and Accurate Semantic Mapping through Geometric-based Incremental Segmentation. - Yuxin Cui, Guiying Zhang, Zhonghao Liu, Zheng Xiong, Jianjun Hu:
A Deep Learning Algorithm for One-step Contour Aware Nuclei Segmentation of Histopathological Images. - Michael P. Frank:
Back to the Future: The Case for Reversible Computing. - Aravindh Raman, Gareth Tyson, Nishanth Sastry:
Facebook (A)Live? Are live social broadcasts really broadcasts? - Saurav Talukdar, Deepjyoti Deka, Michael Chertkov, Murti V. Salapaka:
Topology Learning of Radial Dynamical Systems with Latent Nodes. - Guillaume Munch-Maccagnoni:
Resource Polymorphism. - Simone Faro, Arianna Pavone:
Flexible and Efficient Algorithms for Abelian Matching in Strings. - Dilek Küçük, Dogan Küçük:
OntoWind: An Improved and Extended Wind Energy Ontology. - Adam Stooke, Pieter Abbeel:
Accelerated Methods for Deep Reinforcement Learning. - Ilias Diakonikolas, Gautam Kamath, Daniel M. Kane, Jerry Li, Jacob Steinhardt, Alistair Stewart:
Sever: A Robust Meta-Algorithm for Stochastic Optimization. - Saad Saleh, Junaid Qadir, Muhammad U. Ilyas:
Shedding Light on the Dark Corners of the Internet: A Survey of Tor Research. - Himangshu Kalita, Steven D. Morad, Jekan Thangavelautham:
Path Planning and Navigation Inside Off-World Lava Tubes and Caves. - Sean A. Cantrell:
The emergent algebraic structure of RNNs and embeddings in NLP. - Tali Kaufman, David Mass:
Good Distance Lattices from High Dimensional Expanders. - Daniel Estrada:
Value Alignment, Fair Play, and the Rights of Service Robots. - Daniel Russo, Benjamin Van Roy:
Satisficing in Time-Sensitive Bandit Learning. - Richard Barnes, Justin Solomon:
Gerrymandering and Compactness: Implementation Flexibility and Abuse. - Yinhui Cai, Guangting Chen, Yong Chen, Randy Goebel, Guohui Lin, Longcheng Liu, An Zhang:
Approximation algorithms for two-machine flow-shop scheduling with a conflict graph. - Tamal K. Dey, Cheng Xin:
Computing Bottleneck Distance for 2-D Interval Decomposable Modules. - Muhammed Faruk Gencel, Maryam Eslami Rasekh, Upamanyu Madhow:
Distributed Base Station: A Concept System for Long-Range Broadband Wireless Access. - Naren Srivaths Raman, Prabir Barooah:
On the round-trip efficiency of an HVAC-based virtual battery. - Shayan Eskandari, Andreas Leoutsarakos, Troy Mursch, Jeremy Clark:
A first look at browser-based Cryptojacking. - Yousef Abuseta:
Towards an MDD Based Framework for Self Adaptive IoT Applications Development. - Mohammad Riyaz Belgaum, Safeeullah Soomro, Zainab Alansari, Muhammad Alam, Shahrulniza Musa, Mazliham Mohd Su'ud:
Challenges: Bridge between Cloud and IoT. - Jissy Ann George, S. Veni, Safeeullah Soomro:
Improving Privacy and Trust in Federated Identity Using SAML with Hash Based Encryption Algorithm. - Lajanugen Logeswaran, Honglak Lee:
An efficient framework for learning sentence representations. - Swaroop Darbha, Shyamprasad Konduri, Prabhakar R. Pagilla:
Benefits of V2V Communication for Autonomous and Connected Vehicles. - Fatma Faruq, Bruno Lacerda, Nick Hawes, David Parker:
Simultaneous Task Allocation and Planning Under Uncertainty. - Atrisha Sarkar:
A Brandom-ian view of Reinforcement Learning towards strong-AI. - Mihael Arcan:
Translating Questions into Answers using DBPedia n-triples. - Sivaranjani S., Etika Agarwal, Le Xie, Vijay Gupta, Panos J. Antsaklis:
Mixed Voltage Angle and Frequency Droop Control for Transient Stability of Interconnected Microgrids. - Kung-Ching Lin:
Analysis of Decimation on Finite Frames with Sigma-Delta Quantization. - Kristián Kozák, Bum Jun Kwon, Doowon Kim, Christopher Gates, Tudor Dumitras:
Issued for Abuse: Measuring the Underground Trade in Code Signing Certificate. - Jiaxuan Wang, Ian Fox, Jonathan Skaza, Nick Linck, Satinder Singh, Jenna Wiens:
The Advantage of Doubling: A Deep Reinforcement Learning Approach to Studying the Double Team in the NBA. - Sushil J. Louis, Siming Liu:
Multi-objective evolution for 3D RTS Micro. - Francesco Buscemi:
Comparison of Noisy Channels and Reverse Data-Processing Theorems. - Tianran Hu, Anbang Xu, Zhe Liu, Quanzeng You, Yufan Guo, Vibha Sinha, Jiebo Luo, Rama Akkiraju:
Touch Your Heart: A Tone-aware Chatbot for Customer Care on Social Media. - Brendan McCane, Lech Szymanski:
Some Approximation Bounds for Deep Networks. - Panagiotis D. Karampourniotis, Boleslaw K. Szymanski, György Korniss:
Influence Maximization for Fixed Heterogeneous Thresholds. - Thanh Thi Nguyen:
A Multi-Objective Deep Reinforcement Learning Framework. - Chuchu Fan, Yu Meng, Jürgen Maier, Ezio Bartocci, Sayan Mitra, Ulrich Schmid:
Verifying nonlinear analog and mixed-signal circuits with inputs. - Sohei Ito:
Semantical Equivalence of the Control Flow Graph and the Program Dependence Graph. - Richard Barnes:
Accelerating a fluvial incision and landscape evolution model with parallelism. - Prosenjit Bose, Matias Korman, André van Renssen, Sander Verdonschot:
Routing on the Visibility Graph. - Mingyue Yuan, Dong Yin, Jingwen Ding, Yuhao Luo, Zhipeng Zhou, Chengfeng Zhu, Rui Zhang:
A framework with updateable joint images re-ranking for Person Re-identification. - Zheng Zhang, Qin Zou, Qian Wang, Yuewei Lin, Qingquan Li:
Instance Similarity Deep Hashing for Multi-Label Image Retrieval. - Weitao Wan, Yuanyi Zhong, Tianpeng Li, Jiansheng Chen:
Rethinking Feature Distribution for Loss Functions in Image Classification. - Yingzhen Li, Stephan Mandt:
A Deep Generative Model for Disentangled Representations of Sequential Data. - Linli Xu, Liang Jiang, Chuan Qin, Zhe Wang, Dongfang Du:
How Images Inspire Poems: Generating Classical Chinese Poetry from Images with Memory Networks. - Burak Demirel, Arunselvan Ramaswamy, Daniel E. Quevedo, Holger Karl:
DeepCAS: A Deep Reinforcement Learning Algorithm for Control-Aware Scheduling. - Alex Nichol, Joshua Achiam, John Schulman:
On First-Order Meta-Learning Algorithms. - Jianxin Wu, Jian-Hao Luo:
Learning Effective Binary Visual Representations with Deep Networks. - Runchun Wang, Chetan Singh Thakur, André van Schaik:
An FPGA-based Massively Parallel Neuromorphic Cortex Simulator. - Heishiro Kanagawa, Hayato Kobayashi, Nobuyuki Shimizu, Yukihiro Tagami, Taiji Suzuki:
Cross-domain Recommendation via Deep Domain Adaptation. - Chengwei Zhang, Xiaohong Li, Jianye Hao, Siqi Chen, Karl Tuyls, Wanli Xue:
SA-IGA: A Multiagent Reinforcement Learning Method Towards Socially Optimal Outcomes. - Raul Acuna, Volker Willert:
Robustness of control point configurations for homography and planar pose estimation. - Mircea Zloteanu, Nigel Harvey, David Tuckett, Giacomo Livan:
Digital Identity: The Effect of Trust and Reputation Information on User Judgement in the Sharing Economy. - Sajad Daei, Farzan Haddadi, Arash Amini:
Sample Complexity of Total Variation Minimization. - Laurent Feuilloley, Pierre Fraigniaud, Juho Hirvonen, Ami Paz, Mor Perry:
Redundancy in Distributed Proofs. - Armando Castañeda, Jonas Lefèvre, Amitabh Trehan:
Self-healing Routing and Other Problems in Compact Memory. - Yashas Annadani, Soma Biswas:
Preserving Semantic Relations for Zero-Shot Learning. - Shruti Kotpalliwar, Pradyumna Paruchuri, Karmvir Singh Phogat, Debasish Chatterjee, Ravi N. Banavar:
A frequency-constrained geometric Pontryagin maximum principle on matrix Lie groups. - Keith Smith, Javier Escudero:
Normalised Degree Variance. - Johanna Bergman, Thomas Olsson, Isabelle Johansson, Kirsten Rassmus-Gröhn:
An exploratory study on how Internet of Things developing companies handle User Experience Requirements. - Tianpei Yang, Jianye Hao, Zhaopeng Meng, Sandip Sen, Sheng Jin:
Hierarchical Heuristic Learning towards Effcient Norm Emergence. - Thomas Olsson, Krzysztof Wnuk:
QREME - Quality Requirements Management Model for Supporting Decision-Making. - Drew A. Hudson, Christopher D. Manning:
Compositional Attention Networks for Machine Reasoning. - Oliver Lauwers, Oscar Mauricio Agudelo, Bart De Moor:
A Multiple-Input Multiple-Output Cepstrum. - Yuan Lin, Zhongzhi Zhang:
Non-Backtracking Centrality Based Random Walk on Networks. - Graham Leach-Krouse:
Carnap: An Open Framework for Formal Reasoning in the Browser. 70-88 - Aya Hussein, Leo Ghignone, Tung Nguyen, Nima Salimi, Hung The Nguyen, Min Wang, Hussein A. Abbass:
Towards Bi-Directional Communication in Human-Swarm Teaming: A Survey. - Adnan Ashraf, Benjamin Byholm, Ivan Porres:
Distributed virtual machine consolidation: A systematic mapping study. - Xialei Liu, Joost van de Weijer, Andrew D. Bagdanov:
Leveraging Unlabeled Data for Crowd Counting by Learning to Rank. - Oliver Lauwers, Bart De Moor:
Applicability and interpretation of the deterministic weighted cepstral distance. - Thomas Szyrkowiec, Michele Santuari, Mohit Chamania, Domenico Siracusa, Achim Autenrieth, Víctor López, Joo Yeon Cho, Wolfgang Kellerer:
Automatic Intent-Based Secure Service Creation Through a Multilayer SDN Network Orchestration. - Faisal N. Abu-Khzam, Rana H. Mouawi:
Concise Fuzzy Representation of Big Graphs: a Dimensionality Reduction Approach. - Vasumathi K. Narayanan:
Alleviating State-space Explosion in Component-based Systems with Distributed, Parallel Reachability Analysis Algorithm. - Aleksei Triastcyn, Boi Faltings:
Generating Differentially Private Datasets Using GANs. - Deborah Cohen, Amit Daniely, Amir Globerson, Gal Elidan:
Learning with Rules. - Jörg Endrullis, Juhani Karhumäki, Jan Willem Klop, Aleksi Saarela:
Degrees of Infinite Words, Polynomials, and Atoms (Extended Version). - James Brotherston, Max I. Kanovich:
On the Complexity of Pointer Arithmetic in Separation Logic (an extended version). - Andre Metelo, Christiano Braga, Diego N. Brandão:
Towards the Modular Specification and Validation of Cyber-Physical Systems. - Can Cheng, Zengyang Li, Bing Li, Peng Liang:
Automatic Detection of Public Development Projects in Large Open Source Ecosystems: An Exploratory Study on GitHub. - Dominik Kowald:
Modeling Activation Processes in Human Memory to Improve Tag Recommendations. - Tsvetomila Mihaylova, Preslav Nakov, Lluís Màrquez, Alberto Barrón-Cedeño, Mitra Mohtarami, Georgi Karadzhov, James R. Glass:
Fact Checking in Community Forums. - Wen-Hao Chiang, Li Shen, Lang Li, Xia Ning:
Drug Recommendation toward Safe Polypharmacy. - David Manuel Gutiérrez Estévez, Ömer Bulakci, Marten Ericson, Athul Prasad, Emmanouil Pateromichelakis, Jakob Belschner, Paul Arnold, G. Calochira:
RAN Enablers for 5G Radio Resource Management. - Jan Seeger, Rohit A. Deshmukh, Arne Bröring:
Dynamic IoT Choreographies - Managing Discovery, Distribution, Failure and Reconfiguration. - Bernhard Haslhofer, Antoine Isaac, Rainer Simon:
Knowledge Graphs in the Libraries and Digital Humanities Domain. - Donatella Firmani, Marco Maiorino, Paolo Merialdo, Elena Nieddu:
Towards Knowledge Discovery from the Vatican Secret Archives. In Codice Ratio - Episode 1: Machine Transcription of the Manuscripts. - Amirafshar Moshtaghpour, Laurent Jacques:
Multilevel Illumination Coding for Fourier Transform Interferometry in Fluorescence Spectroscopy. - Junaid Ali Reshi, Satwinder Singh:
Predicting Software Defects through SVM: An Empirical Approach. - Iñigo Casanueva, Pawel Budzianowski, Pei-Hao Su, Stefan Ultes, Lina Maria Rojas-Barahona, Bo-Hsiang Tseng, Milica Gasic:
Feudal Reinforcement Learning for Dialogue Management in Large Domains. - Vicenc Rubies-Royo, David Fridovich-Keil, Sylvia L. Herbert, Claire J. Tomlin:
Classification-based Approximate Reachability with Guarantees Applied to Safe Trajectory Tracking. - Michael P. Kim, Omer Reingold, Guy N. Rothblum:
Fairness Through Computationally-Bounded Awareness. - Adam R. Klivans, Pravesh K. Kothari, Raghu Meka:
Efficient Algorithms for Outlier-Robust Regression. - Guy N. Rothblum, Gal Yona:
Probably Approximately Metric-Fair Learning. - Yuhua Chen, Wen Li, Christos Sakaridis, Dengxin Dai, Luc Van Gool:
Domain Adaptive Faster R-CNN for Object Detection in the Wild. - Mohsen Ghaffari, Juho Hirvonen, Fabian Kuhn, Yannic Maus:
Improved Distributed Δ-Coloring. - Jochen Könemann, Kanstantsin Pashkovich, Justin Toth:
Computing the Nucleolus of Weighted Cooperative Matching Games in Polynomial Time. - Noriaki Hirose, Amir Sadeghian, Marynel Vázquez, Patrick Goebel, Silvio Savarese:
GONet: A Semi-Supervised Deep Learning Approach For Traversability Estimation. - Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim:
Massive UAV-to-Ground Communication and its Stable Movement Control: A Mean-Field Approach. - Elad Romanov, Matan Gavish:
The Noise-Sensitivity Phase Transition in Spectral Group Synchronization Over Compact Groups. - Sayed Hadi Hashemi, Sangeetha Abdu Jyothi, Roy H. Campbell:
Communication Scheduling as a First-Class Citizen in Distributed Machine Learning Systems. - Yuhui Xu, Yongzhuang Wang, Aojun Zhou, Weiyao Lin, Hongkai Xiong:
Deep Neural Network Compression with Single and Multiple Level Quantization. - Yiting Zhao, Chen Yuan, Guangyi Liu, Ilya Grinberg:
Graph-based Preconditioning Conjugate Gradient Algorithm for N-1 Contingency Analysis. - Chen Yuan, Yuqi Zhou, Guofang Zhang, Guangyi Liu, Renchang Dai, Xi Chen, Zhiwei Wang:
Exploration of Graph Computing in Power System State Estimation. - Zhonghua Xi, Yu-Ki Lee, Young-Joo Lee, Yunhyeong Kim, Huangxin Wang, Yue Hao, Young-Chang Joo, In-Suk Choi, Jyh-Ming Lien:
Super Compaction and Pluripotent Shape Transformation via Algorithmic Stacking for 3D Deployable Structures. - Nam N. Vo, James Hays:
Generalization in Metric Learning: Should the Embedding Layer be the Embedding Layer? - Aisha Urooj Khan, Ali Borji:
Analysis of Hand Segmentation in the Wild. - Itay Evron, Edward Moroshko, Koby Crammer:
Efficient Loss-Based Decoding On Graphs For Extreme Classification. - Reinhard Heckel, Gediminas Mikutis, Robert N. Grass:
A Characterization of the DNA Data Storage Channel. - Yujia Li, Oriol Vinyals, Chris Dyer, Razvan Pascanu, Peter W. Battaglia:
Learning Deep Generative Models of Graphs. - Grigorios G. Chrysos, Paolo Favaro, Stefanos Zafeiriou:
Motion deblurring of faces. - Marwa Hannachi, Abdesslam Ben Abdelali, Hassan Rabah, Abdellatif Mtibaa:
Efficient reconfigurable regions management method for adaptive and dynamic FPGA based systems. - Fatemeh Tehranipoor, Nima Karimian, Mehran Mozaffari Kermani, Hamid Mahmoodi:
Deep RNN-Oriented Paradigm Shift through BOCANet: Broken Obfuscated Circuit Attack. - Zhixiong Chen, Vladimir Edemskiy, Pinhui Ke, Chenhuang Wu:
On k-error linear complexity of pseudorandom binary sequences derived from Euler quotients. - Horia Porav, Will Maddern, Paul Newman:
Adversarial Training for Adverse Conditions: Robust Metric Localisation using Appearance Transfer. - Ziyi Shen, Wei-Sheng Lai, Tingfa Xu, Jan Kautz, Ming-Hsuan Yang:
Deep Semantic Face Deblurring. - Kunwoo Park, Meeyoung Cha, Eunhee Rhim:
Positivity Bias in Customer Satisfaction Ratings. - Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes:
Tracking by Prediction: A Deep Generative Model for Mutli-Person localisation and Tracking. - Muzammal Naseer, Salman Hameed Khan, Fatih Porikli:
Indoor Scene Understanding in 2.5/3D: A Survey. - Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes:
Task Specific Visual Saliency Prediction with Memory Augmented Conditional Generative Adversarial Networks. - Yixin Cao, Ashutosh Rai, R. B. Sandeep, Junjie Ye:
A Polynomial Kernel for Diamond-Free Editing. - Ashkan Ebadi, Patrick James Tighe, Lei Zheng, Parisa Rashidi:
A Quest for the Structure of Intra- and Postoperative Surgical Team Networks: Does the Small World Property Evolve over Time? - Lerenhan Li, Jinshan Pan, Wei-Sheng Lai, Changxin Gao, Nong Sang, Ming-Hsuan Yang:
Learning a Discriminative Prior for Blind Image Deblurring. - Huan Gui, Qi Zhu, Liyuan Liu, Aston Zhang, Jiawei Han:
Expert Finding in Heterogeneous Bibliographic Networks with Locally-trained Embeddings. - Lifu Tu, Kevin Gimpel:
Learning Approximate Inference Networks for Structured Prediction. - Peng Xu, Denilson Barbosa:
Neural Fine-Grained Entity Type Classification with Hierarchy-Aware Loss. - Lukasz Kaiser, Aurko Roy, Ashish Vaswani, Niki Parmar, Samy Bengio, Jakob Uszkoreit, Noam Shazeer:
Fast Decoding in Sequence Models using Discrete Latent Variables. - Christopher De Sa, Megan Leszczynski, Jian Zhang, Alana Marzoev, Christopher R. Aberger, Kunle Olukotun, Christopher Ré:
High-Accuracy Low-Precision Training. - Runmin Cong, Jianjun Lei, Huazhu Fu, Ming-Ming Cheng, Weisi Lin, Qingming Huang:
Review of Visual Saliency Detection with Comprehensive Information. - Yitong Li, Lin Dai:
Maximum Sum Rate of Slotted Aloha with Successive Interference Cancellation. - Krishna Regmi, Ali Borji:
Cross-View Image Synthesis using Conditional GANs. - Alexander Boer, Giovanni Sileno:
Institutional Metaphors for Designing Large-Scale Distributed AI versus AI Techniques for Running Institutions. - Zheng Zhang, Chengfang Song, Qin Zou:
Fusing Hierarchical Convolutional Features for Human Body Segmentation and Clothing Fashion Classification. - Ramana Kumar, Magnus O. Myreen:
Clocked Definitions in HOL. - Yuncong Chen, David Kleinfeld, Martyn Goulding, Yoav Freund:
Robust Landmark Detection for Alignment of Mouse Brain Section Images. - Mordechai Guri, Yosef A. Solewicz, Andrey Daidakulov, Yuval Elovici:
MOSQUITO: Covert Ultrasonic Transmissions between Two Air-Gapped Computers using Speaker-to-Speaker Communication. - Anish Anil Patankar, Joy Bose, Harshit Khanna:
A Bias Aware News Recommendation System. - Ramanujam R. Srinivasa, Joy Bose, Dipin K. P.:
VR Content Capture using Aligned Smartphones. - David Manuel Gutiérrez Estévez:
Interference-Aware Flexible TDD Design for Massive MIMO 5G Systems. - Shaowei Jiang, Kaikai Guo, Jun Liao, Guoan Zheng:
Solving Fourier ptychographic imaging problems via neural network modeling and TensorFlow. - Kuniyuki Takahashi, Jethro Tan:
Deep Visuo-Tactile Learning: Estimation of Material Properties from Images. - Dragi Kimovski, Humaira Ijaz, Nishant Surabh, Radu Prodan:
An Adaptive Nature-inspired Fog Architecture. - Constandina Koki, Stefanos Leonardos:
The Greek Parliament of 2012: Coalition Formations & Power Indices in Context. - Lucky Onwuzurike, Mário Almeida, Enrico Mariconti, Jeremy Blackburn, Gianluca Stringhini, Emiliano De Cristofaro:
A Family of Droids: Analyzing Behavioral Model based Android Malware Detection via Static and Dynamic Analysis. - Nicolás Robinson-García, Cassidy R. Sugimoto, Dakota S. Murray, Alfredo Yegros-Yegros, Vincent Larivière, Rodrigo Costas:
The many faces of mobility: Using bibliometric data to track scientific exchanges. - Constandina Koki, Stefanos Leonardos, Costis Melolidakis:
Upstream Demand Uncertainty in a Two-Echelon Supply Chain: Comparative Statics via Stochastic Orderings. - Joel Lehman, Jeff Clune, Dusan Misevic, Christoph Adami, Lee Altenberg, Julie Beaulieu, Peter J. Bentley, Samuel Bernard, Guillaume Beslon, David M. Bryson, Patryk Chrabaszcz, Nick Cheney, Antoine Cully, Stéphane Doncieux, Fred C. Dyer, Kai Olav Ellefsen, Robert Feldt, Stephan Fischer, Stephanie Forrest, Antoine Frénoy, Christian Gagné, Leni K. Le Goff, Laura M. Grabowski, Babak Hodjat, Frank Hutter, Laurent Keller, Carole Knibbe, Peter Krcah, Richard E. Lenski, Hod Lipson, Robert MacCurdy, Carlos Maestre, Risto Miikkulainen, Sara Mitri, David E. Moriarty, Jean-Baptiste Mouret, Anh Nguyen, Charles Ofria, Marc Parizeau, David P. Parsons, Robert T. Pennock, William F. Punch, Thomas S. Ray, Marc Schoenauer, Eric Schulte, Karl Sims, Kenneth O. Stanley, François Taddei, Danesh Tarapore, Simon Thibault, Westley Weimer, Richard A. Watson, Jason Yosinski:
The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities. - Mahmood Yousefi-Azar, Len Hamey, Vijay Varadharajan, Shiping Chen:
Malytics: A Malware Detection Scheme. - Hongwei Wang, Fuzheng Zhang, Jialin Wang, Miao Zhao, Wenjie Li, Xing Xie, Minyi Guo:
Ripple Network: Propagating User Preferences on the Knowledge Graph for Recommender Systems. - Zakir Deniz, Esther Galby, Bernard Ries:
On contact graphs of paths on a grid. - Tong He, Zhi Tian, Weilin Huang, Chunhua Shen, Yu Qiao, Changming Sun:
An end-to-end TextSpotter with Explicit Alignment and Attention. - Minghua Zhang, Yunfang Wu:
An Unsupervised Model with Attention Autoencoders for Question Retrieval. - Mithun Babu, Raghu Ram Theerthala, Arun Kumar Singh, Bharath Gopalakrishnan, K. Madhava Krishna:
Model Predictive Control for Autonomous Driving considering Actuator Dynamics. - Maarten Bieshaar, Günther Reitberger, Viktor Kreß, Stefan Zernetsch, Konrad Doll, Erich Fuchs, Bernhard Sick:
Highly Automated Learning for Improved Active Safety of Vulnerable Road Users. - Akira Taniguchi, Yoshinobu Hagiwara, Tadahiro Taniguchi, Tetsunari Inamura:
SpCoSLAM 2.0: An Improved and Scalable Online Learning of Spatial Concepts and Language Models with Mapping. - Marc Shapiro, Annette Bieniusa, Peter Zeller, Gustavo Petri:
Ensuring referential integrity under causal consistency. - Maarten Bieshaar, Stefan Zernetsch, Andreas Hubert, Bernhard Sick, Konrad Doll:
Cooperative Starting Movement Detection of Cyclists Using Convolutional Neural Networks and a Boosted Stacking Ensemble. - Amine Bakhshaie, Hamid Shahrokh Shahraki:
Green LTE Broadcasting. - Hussain Syed Kazmi, Johan A. K. Suykens, Johan Driesen:
Valuing knowledge, information and agency in Multi-agent Reinforcement Learning: a case study in smart buildings. - Peter Jung:
The Szegö-Asymptotics for Doubly-Dispersive Gaussian Channels. - Francisco Galuppo Azevedo, Bruno Demattos Nogueira, Fabricio Murai, Ana Paula Couto da Silva:
Modelos de Resposta para Experimentos Randomizados em Redes Sociais de Larga Escala. - Minzhe Niu, Weinan Zhang, Yanru Qu, Xuezhi Cao, Ruiming Tang, Xiuqiang He, Yong Yu:
Collaborative Filtering with Graph-based Implicit Feedback. - Charles K. Chui, Shaobo Lin, Ding-Xuan Zhou:
Construction of neural networks for realization of localized deep learning. - Hanxu Hou, Yunghsiang S. Han, Kenneth W. Shum, Hui Li:
A Unified Form of EVENODD and RDP Codes and Their Efficient Decoding. - Lars Jaffke, O-joung Kwon, Torstein J. F. Strømme, Jan Arne Telle:
Generalized distance domination problems and their complexity on graphs of bounded mim-width. - Andrii Berezovskyi, Jad El-khoury, Omar Kacimi, Frédéric Loiret:
Improving lifecycle query in integrated toolchains using linked data and MQTT-based data warehousing. - Chih-Hung Liu:
A Nearly Optimal Algorithm for the Geodesic Voronoi Diagram in a Simple Polygon. - Kuan Cheng, Bernhard Haeupler, Xin Li, Amirbehshad Shahrasbi, Ke Wu:
Synchronization Strings: Efficient and Fast Deterministic Constructions over Small Alphabets. - Niels Dalum Hansen, Kåre Mølbak, Ingemar J. Cox, Christina Lioma:
Predicting antimicrobial drug consumption using web search data. - Marco Melis, Davide Maiorca, Battista Biggio, Giorgio Giacinto, Fabio Roli:
Explaining Black-box Android Malware Detection. - Marc J. van Kreveld, Maarten Löffler, Lionov Wiratma:
On Optimal Polyline Simplification using the Hausdorff and Fréchet Distance. - Andreas Nautsch, Sergey Isadskiy, Jascha Kolberg, Marta Gomez-Barrero, Christoph Busch:
Homomorphic Encryption for Speaker Recognition: Protection of Biometric Templates and Vendor Model Parameters. - Lorenzo Nespoli, Vasco Medici:
Constrained hierarchical networked optimization for energy markets. - Xiaohui Yang, Wenming Wu, Yunmei Chen, Xianqi Li, Juan Zhang, Dan Long, Lijun Yang:
Breast Tumor Classification Based on Decision Information Genes and Inverse Projection Sparse Representation. - Ruzanna Chitchyan, Jordan Murkin:
Review of Blockchain Technology and its Expectations: Case of the Energy Sector. - Rion Brattig Correia, Luciana Pereira de Araújo, Mauro Marcelo Mattos, Luis M. Rocha:
City-wide Analysis of Electronic Health Records Reveals Gender and Age Biases in the Administration of Known Drug-Drug Interactions. - Shweta Bhatt, Sagar Joglekar, Shehar Bano, Nishanth Sastry:
Illuminating an Ecosystem of Partisan Websites. - Michael Goldhammer, Sebastian Köhler, Stefan Zernetsch, Konrad Doll, Bernhard Sick, Klaus Dietmayer:
Intentions of Vulnerable Road Users - Detection and Forecasting by Means of Machine Learning. - Ke M. Tran, Arianna Bisazza, Christof Monz:
The Importance of Being Recurrent for Modeling Hierarchical Structure. - Qi Zhang, Jianhui Liu, Guodong Zhao:
Towards 5G Enabled Tactile Robotic Telesurgery. - Gregorio Malajovich, Mike Shub:
A theory of NP-completeness and ill-conditioning for approximate real computations. - Emilio Rafael Balda, Arash Behboodi, Rudolf Mathar:
On Generation of Adversarial Examples using Convex Programming. - Dick Maryopi, Manijeh Bashar, Alister G. Burr:
On The Uplink Throughput of Zero-Forcing in Cell-Free Massive MIMO with Coarse Quantization. - Anders Ellersgaard Kalør, Osama A. Hanna, Petar Popovski:
Random Access Schemes in Wireless Systems With Correlated User Activity. - Arun Padakandla, P. R. Kumar, Wojciech Szpankowski:
The Trade-off between Privacy and Fidelity via Ehrhart Theory. - Pascal Schöttle, Alexander Schlögl, Cecilia Pasquini, Rainer Böhme:
Detecting Adversarial Examples - A Lesson from Multimedia Forensics. - Patrick Schulte, Fabian Steiner:
Shell Mapping for Distribution matching. - Yuanzhang Xiao, Yin Sun:
A Dynamic Jamming Game for Real-Time Status Updates. - Lalith Suresh, Dahlia Malkhi, Parikshit Gopalan, Ivan Porto Carreiro, Zeeshan Lokhandwala:
Stable and Consistent Membership at Scale with Rapid. - Matthias Rost, Stefan Schmid:
Virtual Network Embedding Approximations: Leveraging Randomized Rounding. - Ulrich Breunig, Roberto Baldacci, Richard F. Hartl, Thibaut Vidal:
The Electric Two-echelon Vehicle Routing Problem. - Jonathan Frankle, Michael Carbin:
The Lottery Ticket Hypothesis: Training Pruned Neural Networks. - Nesime Tatbul, Tae Jun Lee, Stan Zdonik, Justin Gottschlich:
A New Model for Evaluating Range-Based Anomaly Detection Algorithms. - Abhinav Valada, Noha Radwan, Wolfram Burgard:
Deep Auxiliary Learning for Visual Localization and Odometry. - Sean Grimes, Linge Bai, Andrew W. E. McDonald, David E. Breen:
Directing Chemotaxis-Based Spatial Self-Organization via Biased, Random Initial Conditions. - Alessio Conte, Roberto Grossi, Andrea Marino, Luca Versari:
Listing Maximal Subgraphs in Strongly Accessible Set Systems. - Ziqi Zhang, Lei Luo:
Hate Speech Detection: A Solved Problem? The Challenging Case of Long Tail on Twitter. - Barnaby Martin, Daniël Paulusma, Erik Jan van Leeuwen:
Disconnected Cuts in Claw-free Graphs. - Vishwajeet Kumar, Kireeti Boorla, Yogesh Kumar Meena, Ganesh Ramakrishnan, Yuan-Fang Li:
Automating Reading Comprehension by Generating Question and Answer Pairs. - Duncan Blythe, Alan Akbik, Roland Vollgraf:
Syntax-Aware Language Modeling with Recurrent Neural Networks. - Evgeny Shulzinger, Irina Legchenkova, Edward Bormashenko:
Co-occurrence of the Benford-like and Zipf Laws Arising from the Texts Representing Human and Artificial Languages. - Shuqing Bian, Zhenpeng Deng, Fei Li, Will Monroe, Peng Shi, Zijun Sun, Wei Wu, Sikuang Wang, William Yang Wang, Arianna Yuan, Tianwei Zhang, Jiwei Li:
IcoRating: A Deep-Learning System for Scam ICO Identification. - Amin Khajehnejad, Shima Hajimirza:
Competitive Machine Learning: Best Theoretical Prediction vs Optimization. - Safeeullah Soomro, Mohammad Riyaz Belgaum, Zainab Alansari, Mahdi H. Miraz:
Fault Localization Models in Debugging. - Mohammadreza Mohaghegh Neyshabouri, Suleyman Serdar Kozat:
Sequential Outlier Detection based on Incremental Decision Trees. - Rostislav Stanek, Peter Greistorfer, Klaus Ladner, Ulrich Pferschy:
Geometric and LP-based heuristics for the quadratic travelling salesman problem. - Danilo Gligoroski, Katina Kralevska, Rune Erlend Jensen, Per Simonsen:
Network Traffic Driven Storage Repair. - Luciana Ferrer:
Scoring Formulation for Multi-Condition Joint PLDA. - Alberto Delmas, Patrick Judd, Dylan Malone Stuart, Zissis Poulos, Mostafa Mahmoud, Sayeh Sharify, Milos Nikolic, Andreas Moshovos:
Bit-Tactical: Exploiting Ineffectual Computations in Convolutional Neural Networks: Which, Why, and How. - Yichen Zhang, M. Ehsan Raoufat, Kevin Tomsovic, Seddik M. Djouadi:
Set Theory-Based Safety Supervisory Control for Wind Turbines to Ensure Adequate Frequency Response. - Srijan Kumar, William L. Hamilton, Jure Leskovec, Dan Jurafsky:
Community Interaction and Conflict on the Web. - Prosenjit Bose, Paz Carmi, Vida Dujmovic, Saeed Mehrabi, Fabrizio Montecchiani, Pat Morin, Luís Fernando Schultz Xavier da Silveira:
Geodesic Obstacle Representation of Graphs. - Jeffrey Bosboom, Erik D. Demaine, Mikhail Rudoy:
Computational Complexity of Generalized Push Fight. - Frank Ong, Peyman Milanfar, Pascal Getreuer:
Local Kernels that Approximate Bayesian Regularization and Proximal Operators. - Pedram Gharani, Kenrick Fernande, Vineet Raghu:
TRAJEDI: Trajectory Dissimilarity. - Mahmoud Hamandi, Mike D'Arcy, Pooyan Fazli:
DeepMoTIon: Learning to Navigate Like Humans. - Marios P. Xanthidis, Kostantinos J. Kyriakopoulos, Ioannis M. Rekleitis:
Dynamically Efficient Kinematics for Hyper-Redundant Manipulators. - Md Arif Iqbal, Naveen Kumar Macha, Wafi Danesh, Sehtab Hossain, Mostafizur Rahman:
Thermal Management in Fine-Grained 3-D Integrated Circuits. - Jordan M. Malof, Daniël Reichman, Andrew Karem, Hichem Frigui, Dominic K. C. Ho, Joseph N. Wilson, Wen-Hsiung Lee, William Cummings, Leslie M. Collins:
A Large-Scale Multi-Institutional Evaluation of Advanced Discrimination Algorithms for Buried Threat Detection in Ground Penetrating Radar. - Xiaowen Cao, Jie Xu, Rui Zhang:
Mobile Edge Computing for Cellular-Connected UAV: Computation Offloading and Trajectory Optimization. - Xin Qiu, Risto Miikkulainen:
Enhancing Evolutionary Optimization in Uncertain Environments by Allocating Evaluations via Multi-armed Bandit Algorithms. - Hormoz Shahrzad, Daniel Fink, Risto Miikkulainen:
Enhanced Optimization with Composite Objectives and Novelty Selection. - Jason Zhi Liang, Elliot Meyerson, Risto Miikkulainen:
Evolutionary Architecture Search For Deep Multitask Networks. - Song Chen, Jinglei Huang, Xiaodong Xu, Qi Xu:
Integrated Optimization of Partitioning, Scheduling and Floorplanning for Partially Dynamically Reconfigurable Systems. - Hikmet Yildiz, Babak Hassibi:
Optimum Linear Codes with Support Constraints over Small Fields. - Ali Boyali, Seiichi Mita, Vijay John:
A Tutorial On Autonomous Vehicle Steering Controller Design, Simulation and Implementation. - Jason N. Doctor, Jaideep Vaidya, Xiaoqian Jiang, Shuang Wang, Lisa M. Schilling, Toan Ong, Michael E. Matheny, Lucila Ohno-Machado, Daniella Meeker:
Efficient Determination of Equivalence for Encrypted Data. - Richard Santiago, F. Bruce Shepherd:
Multi-Agent Submodular Optimization. - Shao-Bo Lin:
Generalization and Expressivity for Deep Nets. - Xin Huang, Yuxin Peng:
Deep Cross-media Knowledge Transfer. - Liangfu Chen, Zeng Yang, Jianjun Ma, Zheng Luo:
Driving Scene Perception Network: Real-time Joint Detection, Depth Estimation and Semantic Segmentation. - Hao Wu, Hancheng Lu:
Energy and Delay Optimization for Cache-Enabled Dense Small Cell Networks. - Arun Kumar Singh, Reza Ghabcheloo, Andreas Müller, Harit Pandya:
Combining Method of Alternating Projections and Augmented Lagrangian for Task Constrained Trajectory Optimization. - Georgi Karadzhov, Pepa Gencheva, Preslav Nakov, Ivan Koychev:
We Built a Fake News & Click-bait Filter: What Happened Next Will Blow Your Mind! - Junzhong Shen, Yuran Qiao, You Huang, Mei Wen, Chunyuan Zhang:
Towards a Multi-array Architecture for Accelerating Large-scale Matrix Multiplication on FPGAs. - Sahithi Rampalli, Natasha Sehgal, Ishita Bindlish, Tanya Tyagi, Pawan Kumar:
Efficient FPGA Implementation of Conjugate Gradient Methods for Laplacian System using HLS. - Srayanta Mukherjee, Devashish Shankar, Atin Ghosh, Nilam Tathawadekar, Pramod Kompalli, Sunita Sarawagi, Krishnendu Chaudhury:
ARMDN: Associative and Recurrent Mixture Density Networks for eRetail Demand Forecasting. - Reudismam Rolim, Gustavo Soares, Rohit Gheyi, Loris D'Antoni:
Learning Quick Fixes from Code Repositories. - Tomer Golomb, Yisroel Mirsky, Yuval Elovici:
CIoTA: Collaborative IoT Anomaly Detection via Blockchain. - Mostafa Gamal, Mennatullah Siam, Moemen Abdel-Razek:
ShuffleSeg: Real-time Semantic Segmentation Network. - Albert Gatt, Marc Tanti, Adrian Muscat, Patrizia Paggio, Reuben A. Farrugia, Claudia Borg, Kenneth P. Camilleri, Mike Rosner, Lonneke van der Plas:
Face2Text: Collecting an Annotated Image Description Corpus for the Generation of Rich Face Descriptions. - Rafael Pinot, Anne Morvan, Florian Yger, Cédric Gouy-Pailler, Jamal Atif:
Graph-based Clustering under Differential Privacy. - Pan Li, Olgica Milenkovic:
Submodular Hypergraphs: p-Laplacians, Cheeger Inequalities and Spectral Clustering. - Roland Fernandez, Asli Celikyilmaz, Rishabh Singh, Paul Smolensky:
Learning and analyzing vector encoding of symbolic representations. - Simon Schmitt, Jonathan J. Hudson, Augustin Zídek, Simon Osindero, Carl Doersch, Wojciech M. Czarnecki, Joel Z. Leibo, Heinrich Küttler, Andrew Zisserman, Karen Simonyan, S. M. Ali Eslami:
Kickstarting Deep Reinforcement Learning. - Meixiang Zhao, Zhigang Jia, Dunwei Gong:
Sample-Relaxed Two-Dimensional Color Principal Component Analysis for Face Recognition and Image Reconstruction. - Kunihiro Wasa, Takeaki Uno:
Efficient Enumeration of Bipartite Subgraphs in Graphs. - Marc Lichtman, Raghunandan M. Rao, Vuk Marojevic, Jeffrey H. Reed, Roger Piqueras Jover:
5G NR Jamming, Spoofing, and Sniffing: Threat Assessment and Mitigation. - Arda Senocak, Tae-Hyun Oh, Junsik Kim, Ming-Hsuan Yang, In So Kweon:
Learning to Localize Sound Source in Visual Scenes. - Pan Li, Olgica Milenkovic:
Revisiting Decomposable Submodular Function Minimization with Incidence Relations. - Nils Gessert, Matthias Schlüter, Alexander Schlaefer:
A Deep Learning Approach for Pose Estimation from Volumetric OCT Data. - Li Niu, Qingtao Tang, Ashok Veeraraghavan, Ashutosh Sabharwal:
Learning from Noisy Web Data with Category-level Supervision. - Soumil Mandal, Sourya Dipta Das, Dipankar Das:
Language Identification of Bengali-English Code-Mixed data using Character & Phonetic based LSTM Models. - Nils Bertschinger, Iurii Mozzhorin, Sitabhra Sinha:
Reality-check for Econophysics: Likelihood-based fitting of physics-inspired market models to empirical data. - Raihana Ferdous, Venet Osmani, Oscar Mayora:
Smartphone apps usage patterns as a predictor of perceived stress levels at workplace. - Gavin Harrison, Jeremy R. Johnson, B. David Saunders:
Probabilistic Analysis of Block Wiedemann for Leading Invariant Factors. - Gidon Ernst, Ichiro Hasuo, Zhenya Zhang, Sean Sedwards:
Time-Staging Enhancement of Hybrid System Falsification. 25-43 - Sumanth Dathathri, Stephan Zheng, Richard M. Murray, Yisong Yue:
Detecting Adversarial Examples via Neural Fingerprinting. - Kan Chen, Jiyang Gao, Ram Nevatia:
Knowledge Aided Consistency for Weakly Supervised Phrase Grounding. - Abdurrahman Yasar, Ümit V. Çatalyürek:
An Iterative Global Structure-Assisted Labeled Network Aligner. - Rohit Agrawal, Chin Hao Hoo, Kapil Ahuja, Akash Kumar:
Parallel FPGA Router using Sub-Gradient method and Steiner tree. - Hai Hu, Yiwen Zhang:
Path of Vowel Raising in Chengdu Dialect of Mandarin. - Huangying Zhan, Ravi Garg, Chamara Saroj Weerasekera, Kejie Li, Harsh Agarwal, Ian D. Reid:
Unsupervised Learning of Monocular Depth Estimation and Visual Odometry with Deep Feature Reconstruction. - Vivek Nair, Rahul Krishna, Tim Menzies, Pooyan Jamshidi:
Transfer Learning with Bellwethers to find Good Configurations. - Linqi Guo, Changhong Zhao, Steven H. Low:
Graph Laplacian Spectrum and Primary Frequency Regulation. - Niklas Carlsson, Derek L. Eager:
Caching in the Clouds: Optimized Dynamic Cache Instantiation in Content Delivery Systems. - Xiang Gao:
Deep reinforcement learning for time series: playing idealized trading games. - Will Monroe, Jennifer Hu, Andrew Jong, Christopher Potts:
Generating Bilingual Pragmatic Color References. - Yuechao Pan, Roger Pearce, John D. Owens:
Scalable Breadth-First Search on a GPU Cluster. - Marius Huber, Timo Hinzmann, Roland Siegwart, Larry H. Matthies:
Cubic Range Error Model for Stereo Vision with Illuminators. - Alexandros Angelopoulos, Eleni Bakali:
Exact uniform sampling over catalan structures. - (Withdrawn) Nonsingular Block Graphs: An Open Problem.
- Wei Dong, Jieqi Shi, Weijie Tang, Xin Wang, Hongbin Zha:
An Efficient Volumetric Mesh Representation for Real-time Scene Reconstruction using Spatial Hashing. - Ofir Shwartz, Yitzhak Birk:
The Secure Machine: Efficient Secure Execution On Untrusted Platforms. - Hossein Pourakbar, Ali Ghaffari:
Reliable and Real-Time End-to-End Delivery Protocol in Wireless Sensor Networks. - Song Guo, Yingqi Gao, Kai Wang, Tao Li:
Deeply supervised neural network with short connections for retinal vessel segmentation. - Pan Li, Qiang Liu, Wentao Zhao, Dongxu Wang, Siqi Wang:
BEBP: An Poisoning Method Against Machine Learning Based IDSs. - Michel C. Meneses, Leonardo N. Matos, Bruno O. Prado:
Low-cost Autonomous Navigation System Based on Optical Flow Classification. - Eunjin Oh, Hee-Kap Ahn:
Approximate Range Queries for Clustering. - Staal Amund Vinterbo:
A simple algorithm for estimating distribution parameters from n-dimensional randomized binary responses. - Shu Sun, Theodore S. Rappaport, Mansoor Shafi:
Hybrid Beamforming for 5G Millimeter-Wave Multi-Cell Networks. - Michele Lombardi, Simone Tonin:
On Trade in Bilateral Oligopolies with Altruistic and Spiteful Agents. - Soumil Mandal, Sainik Kumar Mahata, Dipankar Das:
Preparing Bengali-English Code-Mixed Corpus for Sentiment Analysis of Indian Languages. - Lillian J. Ratliff, Shreyas Sekar, Liyuan Zheng, Tanner Fiez:
Incentives in the Dark: Multi-armed Bandits for Evolving Users with Unknown Type. - Stefano Markidis, Steven Wei Der Chien, Erwin Laure, Ivy Bo Peng, Jeffrey S. Vetter:
NVIDIA Tensor Core Programmability, Performance & Precision. - Yifeng Jiang, C. Karen Liu:
Data-Augmented Contact Model for Rigid Body Simulation. - Tim L. Alderson, Alessandro Neri:
Maximum Weight Spectrum Codes. - Shahin Mahdizadehaghdam, Ashkan Panahi, Hamid Krim, Liyi Dai:
Deep Dictionary Learning: A PARametric NETwork Approach. - Ofer Grossman, Yang P. Liu:
Reproducibility and Pseudo-Determinism in Log-Space. - Christian Senger, Rohit Bohara:
A Linear Algebraic Approach to Subfield Subcodes of GRS Codes. - Bartosz Zielinski, Lukasz Struski, Marek Smieja, Jacek Tabor:
Cascade context encoder for improved inpainting. - Richard Nock, Stephen Hardy, Wilko Henecka, Hamish Ivey-Law, Giorgio Patrini, Guillaume Smith, Brian Thorne:
Entity Resolution and Federated Learning get a Federated Resolution. - Glib Kechyn, Lucius Yu, Yangguang Zang, Svyatoslav Kechyn:
Sales forecasting using WaveNet within the framework of the Kaggle competition. - Doruk Öner, Altug Karakurt, Atilla Eryilmaz, Cem Tekin:
Combinatorial Multi-Objective Multi-Armed Bandit Problem. - Kai Xu, Dae Hoon Park, Chang Yi, Charles Sutton:
Interpreting Deep Classifier by Visual Distillation of Dark Knowledge. - Xiaoxiao Du, Alina Zare:
Multiple Instance Choquet Integral Classifier Fusion and Regression for Remote Sensing Applications. - Rakshit Trivedi, Mehrdad Farajtabar, Prasenjeet Biswal, Hongyuan Zha:
Representation Learning over Dynamic Graphs. - Navaneeth Kamballur Kottayil, Giuseppe Valenzise, Frédéric Dufaux, Irene Cheng:
Learning Local Distortion Visibility From Image Quality Data-sets. - Kamyar Nazeri, Azad Aminpour, Mehran Ebrahimi:
Two-Stage Convolutional Neural Network for Breast Cancer Histology Image Classification. - Chen Huang, Kai Yin, Lantao Liu:
Learning Partially Structured Environmental Dynamics for Marine Robotic Navigation. - Jaber Kakar, Alaa Alameer, Anas Chaaban, Aydin Sezgin, Arogyaswami Paulraj:
Cache-Assisted Broadcast-Relay Wireless Networks: A Delivery-Time Cache-Memory Tradeoff. - Jaber Kakar, Anas Chaaban, Aydin Sezgin, Arogyaswami Paulraj:
Delivery Time Minimization in Cache-Assisted Broadcast-Relay Wireless Networks with Imperfect CSI. - Elliot Meyerson, Risto Miikkulainen:
Pseudo-task Augmentation: From Deep Multitask Learning to Intratask Sharing - and Back. - Christopher D. McKinnon, Angela P. Schoellig:
Experience Recommendation for Long Term Safe Learning-based Model Predictive Control in Changing Operating Conditions. - Susana Berenice Vidrio-Baron, Andrew W. Luse, Anthony M. Townsend:
Development of a culturally-oriented website usability evaluation. - Adarsh Barik, Jean Honorio:
Learning Binary Bayesian Networks in Polynomial Time and Sample Complexity. - Xiang Zhang:
Context-aware Human Intent Inference for Improving Human Machine Cooperation. - Azadeh Sheikholeslami, Majid Ghaderi, Don Towsley, Boulat A. Bash, Saikat Guha, Dennis Goeckel:
Multi-Hop Routing in Covert Wireless Networks. - Adib Nahiyan, Mehdi Sadi, Rahul Vittal, Gustavo K. Contreras, Domenic Forte, Mark M. Tehranipoor:
Hardware Trojan Detection through Information Flow Security Verification. - Aditee Shrotre, Lina J. Karam:
Full Reference Objective Quality Assessment for Reconstructed Background Images. - J. Maurice Rojas, Yuyu Zhu:
Dedekind Zeta Zeroes and Faster Complex Dimension Computation. - Xuanyi Dong, Yan Yan, Wanli Ouyang, Yi Yang:
Style Aggregated Network for Facial Landmark Detection. - Gabriel Sepulveda, Juan Carlos Niebles, Alvaro Soto:
A Deep Learning Based Behavioral Approach to Indoor Autonomous Navigation. - Michael Gowanlock, Ben Karsin:
GPU Accelerated Self-join for the Distance Similarity Metric. - Shervan Fekri Ershad:
Innovative Texture Database Collecting Approach and Feature Extraction Method based on Combination of Gray Tone Difference Matrixes, Local Binary Patterns, and K-means Clustering. - Keitaro Nakasai, Hideaki Hata, Kenichi Matsumoto:
Are Donation Badges Appealing? A Case Study of Developer Responses to Eclipse Bug Reports. - Xuefei Zhe, Shifeng Chen, Hong Yan:
Deep Class-Wise Hashing: Semantics-Preserving Hashing via Class-wise Loss. - Sascha Kurz:
Influence in systems with convex decisions. - Dimitrios Vasilas, Marc Shapiro, Bradley King:
A Modular Design for Geo-Distributed Querying. - Max Sagebaum, Nicolas R. Gauger:
Algorithmic Differentiation for Domain Specific Languages. - Javier Lorca, Mythri Hunukumbure, Yue Wang:
On Overcoming the Impact of Doppler Spectrum in Millimeter-Wave V2I Communications. - Carl P. Dettmann, Orestis Georgiou, Pete Pratt:
Confined spatial networks with wireless applications. - Liangdong Lu, Wenping Ma, Ruihu Li, Yuena Ma, Yang Liu, Hao Cao:
Entanglement-assisted quantum MDS codes from constacyclic codes with large minimum distance. - Bojan Kolosnjaji, Ambra Demontis, Battista Biggio, Davide Maiorca, Giorgio Giacinto, Claudia Eckert, Fabio Roli:
Adversarial Malware Binaries: Evading Deep Learning for Malware Detection in Executables. - Gunnar Ellingsen, Eric Monteiro:
The organizing vision of integrated health information systems. - Gasparas Jarulaitis, Eric Monteiro:
Cross-contextual use of integrated information systems. - Eric Monteiro:
Living with technology. - Eric Monteiro, Ole Hanseth:
Social shaping of information infrastructure: on being specific about the technology. - Jaakko Lehtinen, Jacob Munkberg, Jon Hasselgren, Samuli Laine, Tero Karras, Miika Aittala, Timo Aila:
Noise2Noise: Learning Image Restoration without Clean Data. - Mousumi Dutt, Arindam Biswas, Benedek Nagy:
Counting of Shortest Paths in Cubic Grid. - Eric Monteiro, Gasparas Jarulaitis, Vidar Hepsø:
The family resemblance of technologically mediated work practices. - Gunnar Ellingsen, Eric Monteiro, Glenn Munkvold:
Standardization of work: co-constructed practice. - Chanaka Singhabahu, Tharaka Samarasinghe, Samith Abeywickrama, Chau Yuen:
Wireless Energy Transfer to a Pair of Energy Receivers using Signal Strength Feedback. - Stefan Haefliger, Eric Monteiro, Dominique Foray, Georg von Krogh:
Social software and strategy. - Michael Teng, Frank Wood:
High Throughput Synchronous Distributed Stochastic Gradient Descent. - Bérenger Bramas:
Increasing the Degree of Parallelism Using Speculative Execution in Task-based Runtime Systems. - Farhad Foroughi, Peter Luksch:
Data Science Methodology for Cybersecurity Projects. - Jie Yang, Thomas Drake, Andreas C. Damianou, Yoelle Maarek:
Leveraging Crowdsourcing Data For Deep Active Learning - An Application: Learning Intents in Alexa. - Fariba Karimi, Philipp Mayr, Fakhri Momeni:
Analyzing the network structure and gender differences among the members of the Networked Knowledge Organization Systems (NKOS) community. - Tsun-Hsuan Wang, Hung-Jui Huang, Juan-Ting Lin, Chan-Wei Hu, Kuo-Hao Zeng, Min Sun:
Omnidirectional CNN for Visual Place Recognition and Navigation. - Diego Didona, Rachid Guerraoui, Jingjing Wang, Willy Zwaenepoel:
Causal Consistency and Latency Optimality: Friend or Foe? - Konstantinos Pitas, Mike E. Davies, Pierre Vandergheynst:
FeTa: A DCA Pruning Algorithm with Generalization Error Guarantees. - Arielle Moro, Benoît Garbinato, Valérie Chavez-Demoulin:
Discovering demographic data of users from the evolution of their spatio-temporal entropy. - Xiaoxiao Li, Chen Change Loy:
Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation. - Gerardo Berbeglia:
The generalized stochastic preference choice model. - Sandra Lagén, Lorenza Giupponi:
Listen Before Receive for Coexistence in Unlicensed mmWave Bands. - Jiaxin Li, Ben M. Chen, Gim Hee Lee:
SO-Net: Self-Organizing Network for Point Cloud Analysis. - Daniel S. Weld, Gagan Bansal:
Intelligible Artificial Intelligence. - Nadisanka Rupasinghe, Yavuz Yapici, Ismail Güvenç, Yuichi Kakishima:
Comparison of Limited Feedback Schemes for NOMA Transmission in mmWave Drone Networks. - Gabriele Nava, Diego Ferigo, Daniele Pucci:
Exploiting Friction in Torque Controlled Humanoid Robots. - He Li, Song Guo, Chentao Wu, Jie Li:
FDRC: Flow-Driven Rule Caching Optimization in Software Defined Networking. - Charis Lanaras, José M. Bioucas-Dias, Silvano Galliani, Emmanuel Baltsavias, Konrad Schindler:
Super-Resolution of Sentinel-2 Images: Learning a Globally Applicable Deep Neural Network. - Gangshan Jing, Guofeng Zhang, Heung-Wing Joseph Lee, Long Wang:
Angle-based Shape Determination Theory of Planar Graphs with Application to Formation Stabilization. - He Li, Hai Jin:
SDPMN: Privacy Preserving MapReduce Network Using SDN. - Jan Egger, Xiaojun Chen, Lucas Bettac, Mark Martin Hänle, Tilmann Gräter, Wolfram G. Zoller, Dieter Schmalstieg, Alexander Hann:
In-depth Assessment of an Interactive Graph-based Approach for the Segmentation for Pancreatic Metastasis in Ultrasound Acquisitions of the Liver with two Specialists in Internal Medicine. - Frank Kammer, Andrej Sajenko:
Linear-Time In-Place DFS and BFS in the Restore Model. - Mohammad Sadegh Rasooli, Sarangarajan Parthasarathy:
Entity-Aware Language Model as an Unsupervised Reranker. - Bertil Chapuis, Benoît Garbinato:
Geodabs: Trajectory Indexing Meets Fingerprinting at Scale. - Patrick Schramowski, Christian Bauckhage, Kristian Kersting:
Neural Conditional Gradients. - Qi Liu, Yiheng Zhang:
Light Transport Simulation via Generalized Multiple Importance Sampling. - Blake E. Woodworth, Vitaly Feldman, Saharon Rosset, Nathan Srebro:
The Everlasting Database: Statistical Validity at a Fair Price. - Chaoyun Zhang, Paul Patras, Hamed Haddadi:
Deep Learning in Mobile and Wireless Networking: A Survey. - Stefan Gerdjikov, Stoyan Mihov, Klaus U. Schulz:
Space-Efficient Bimachine Construction Based on the Equalizer Accumulation Principle. - Siyi Yang, Clayton Schoeny, Lara Dolecek:
Theoretical Bounds and Constructions of Codes in the Generalized Cayley Metric. - Erdem Koyuncu:
Power-Efficient Deployment of UAVs as Relays. - Binghui Wang, Jinyuan Jia, Le Zhang, Neil Zhenqiang Gong:
Structure-based Sybil Detection in Social Networks via Local Rule-based Propagation. - Eunjin Oh, Hee-Kap Ahn:
Point Location in Dynamic Planar Subdivisions. - Nina Chiarelli, Tatiana Romina Hartinger, Valeria Alejandra Leoni, María Inés Lopez Pujato, Martin Milanic:
New Algorithms for Weighted k-Domination and Total k-Domination Problems in Proper Interval Graphs. - Fabiano Ferreira Luz, Marcelo Finger:
Semantic Parsing Natural Language into SPARQL: Improving Target Language Representation with Neural Attention. - Rémi Cura, Julien Perret, Nicolas Paparoditis:
A state of the art of urban reconstruction: street, street network, vegetation, urban feature. - Mike Voets, Kajsa Møllersen, Lars Ailo Bongo:
Replication study: Development and validation of deep learning algorithm for detection of diabetic retinopathy in retinal fundus photographs. - Alastair A. Abbott, Cristian S. Calude, Michael J. Dinneen, Richard Hua:
A Hybrid Quantum-Classical Paradigm to Mitigate Embedding Costs in Quantum Annealing. - Helen Oleynikova, Zachary Taylor, Roland Siegwart, Juan I. Nieto:
Sparse 3D Topological Graphs for Micro-Aerial Vehicle Planning. - Charles F. Jekel, Raphael T. Haftka:
Classifying Online Dating Profiles on Tinder using FaceNet Facial Embeddings. - Finn Årup Nielsen:
Linking ImageNet WordNet Synsets with Wikidata. - Francisco Romero-Ferrero, Mattia G. Bergomi, Robert Hinz, Francisco J. H. Heras, Gonzalo G. de Polavieja:
idtracker.ai: Tracking all individuals in large collectives of unmarked animals. - Houda Khrouf, Raphaël Troncy:
Topical Community Detection in Event-based Social Network. - Tan Do-Duy, M. Angeles Vazquez-Castro:
Efficient Communication over Cellular Networks with Network Coding in Emergency Scenarios. - Y. Cem Sübakan, Oluwasanmi Koyejo, Paris Smaragdis:
Learning the Base Distribution in Implicit Generative Models. - Viktor Larsson, Magnus Oskarsson, Kalle Åström, Alge Wallis, Zuzana Kukelova, Tomás Pajdla:
Beyond Gröbner Bases: Basis Selection for Minimal Solvers. - Pham Quang Nhat Minh:
A Feature-Rich Vietnamese Named-Entity Recognition Model. - Ruotian Luo, Brian L. Price, Scott Cohen, Gregory Shakhnarovich:
Discriminability objective for training descriptive captions. - Lydia T. Liu, Sarah Dean, Esther Rolf, Max Simchowitz, Moritz Hardt:
Delayed Impact of Fair Machine Learning. - Arash Raeisi Gahrouei, Mehdi Ghatee:
Auction-based approximate algorithm for Grid system scheduling under resource provider strategies. - Yeming Wen, Paul Vicol, Jimmy Ba, Dustin Tran, Roger B. Grosse:
Flipout: Efficient Pseudo-Independent Weight Perturbations on Mini-Batches. - Faisal N. Abu-Khzam, Carl Feghali, Pinar Heggernes:
Partitioning a graph into degenerate subgraphs. - Vaibhav Kulkarni, Bertil Chapuis, Benoît Garbinato, Abhijit Mahalunkar:
Addressing the Free-Rider Problem in Public Transport Systems. - Tan Do-Duy, M. A. Vazquez-Castro:
Design of Virtualized Network Coding Functionality for Reliability Control of Communication Services over Satellite. - Zilong Tan, Kimberly Roche, Xiang Zhou, Sayan Mukherjee:
Scalable Algorithms for Learning High-Dimensional Linear Mixed Models. - Manuel Pöter, Jesper Larsson Träff:
Memory Models for C/C++ Programmers. - Tan Do-Duy, M. Angeles Vazquez-Castro:
Network Coding Function Virtualization. - Aditya Rawal, Risto Miikkulainen:
From Nodes to Networks: Evolving Recurrent Neural Networks. - Grzegorz Milka, Krzysztof Rzadca:
Dfuntest: A Testing Framework for Distributed Applications. - Pedro López-García, Luthfi Darmawan, Maximiliano Klemen, Umer Liqat, Francisco Bueno, Manuel V. Hermenegildo:
Interval-based Resource Usage Verification by Translation into Horn Clauses and an Application to Energy Consumption. - Matthias Rost, Stefan Schmid:
(FPT-)Approximation Algorithms for the Virtual Network Embedding Problem. - Zygmunt J. Haas, Ashkan Yousefpour:
A Privacy Scheme for Monitoring Devices in the Internet of Things. - Dingwen Li, Jay Vaidya, Michael Wang, Ben Bush, Chenyang Lu, Marin Kollef, Thomas C. Bailey:
Predicting Clinical Deterioration of Outpatients Using Multimodal Data Collected by Wearables. - Rayyan Ahmad Khan, Rana Ali Amjad, Martin Kleinsteuber:
Clustering with Simultaneous Local and Global View of Data: A message passing based approach. - Hongliu Cao, Simon Bernard, Laurent Heutte, Robert Sabourin:
Dissimilarity-based representation for radiomics applications. - Evan N. Feinberg, Debnil Sur, Brooke E. Husic, Doris Mai, Yang Li, Jianyi Yang, Bharath Ramsundar, Vijay S. Pande:
Spatial Graph Convolutions for Drug Discovery. - He Huang, Philip S. Yu, Changhu Wang:
An Introduction to Image Synthesis with Generative Adversarial Nets. - Fateha Khanam Bappee, Amílcar Soares Júnior, Stan Matwin:
Predicting Crime Using Spatial Features. - Subarna Tripathi, Zachary C. Lipton, Truong Q. Nguyen:
Correction by Projection: Denoising Images with Generative Adversarial Networks. - Faisal Alshargi, Saeedeh Shekarpour, Tommaso Soru, Amit P. Sheth, Uwe Quasthoff:
Concept2vec: Metrics for Evaluating Quality of Embeddings for Ontological Concepts. - Sean Billings:
Probabilistic and Regularized Graph Convolutional Networks. - Sean Billings:
Gradient Augmented Information Retrieval with Autoencoders and Semantic Hashing. - Jacob A. Harer, Louis Y. Kim, Rebecca L. Russell, Onur Ozdemir, Leonard R. Kosta, Akshay Rangamani, Lei H. Hamilton, Gabriel I. Centeno, Jonathan R. Key, Paul M. Ellingwood, Marc W. McConley, Jeffrey M. Opper, Peter Chin, Tomo Lazovich:
Automated software vulnerability detection with machine learning. - Tomas Gavenciak, Barbara Geissmann, Johannes Lengler:
Sorting by Swaps with Noisy Comparisons. - Dimitris Sakavalas, Lewis Tseng, Nitin H. Vaidya:
Asynchronous Crash-Tolerant Consensus in Directed Graphs: Randomization and Topology Knowledge. - Ghazaleh Beigi, Huan Liu:
Similar but Different: Exploiting Users' Congruity for Recommendation Systems. - Anton Mitrokhin, Cornelia Fermüller, Chethan Parameshwara, Yiannis Aloimonos:
Event-based Moving Object Detection and Tracking. - Dinh Thuy Phan Huy, Philippe Ratajczak, Raffaele D'Errico, Jan Jarvelainen, Di Kong, Katsuyuki Haneda, Berna Bulut, Aki Karttunen, Mark A. Beach, Evangelos Mellios, Mario H. Castañeda, Mythri Hunukumbure, Tommy Svensson:
Massive Multiple Input Massive Multiple Output for 5G Wireless Backhauling. - M. Ehsan Raoufat, Seddik M. Djouadi:
Optimal H2 Decentralized Control of Cone Causal Spatially Invariant Systems. - Sylvie Delacroix:
Taking Turing by Surprise? Designing Digital Computers for morally-loaded contexts. - Christine L. Borgman:
Text Data Mining from the Author's Perspective: Whose Text, Whose Mining, and to Whose Benefit? - Rocco A. Servedio, Li-Yang Tan:
Luby-Veličković-Wigderson revisited: Improved correlation bounds and pseudorandom generators for depth-two circuits. - David Eppstein, Michael T. Goodrich, Nil Mamano:
Reactive Proximity Data Structures for Graphs. - Babak Salimi, Johannes Gehrke, Dan Suciu:
HypDB: Detect, Explain And Resolve Bias in OLAP. - Sebastian Gündel, Sasa Grbic, Bogdan Georgescu, Shaohua Kevin Zhou, Ludwig Ritschl, Andreas Meier, Dorin Comaniciu:
Learning to recognize Abnormalities in Chest X-Rays with Location-Aware Dense Networks. - Nicholas R. Waytowich, Vernon Lawhern, Javier O. Garcia, Jennifer Cummings, Josef Faller, Paul Sajda, Jean M. Vettel:
Compact Convolutional Neural Networks for Classification of Asynchronous Steady-state Visual Evoked Potentials. - Suwon Shon, Ahmed Ali, James R. Glass:
Convolutional Neural Networks and Language Embeddings for End-to-End Dialect Recognition. - Ardavan Afshar, Ioakeim Perros, Evangelos E. Papalexakis, Elizabeth Searles, Joyce C. Ho, Jimeng Sun:
COPA: Constrained PARAFAC2 for Sparse & Large Datasets. - Magnús M. Halldórsson, Guy Kortsarz, Pradipta Mitra, Tigran Tonoyan:
Spanning Trees With Edge Conflicts and Wireless Connectivity. - Pramod Kaushik Mudrakarta, Ankur Taly, Mukund Sundararajan, Kedar Dhamdhere:
It was the training data pruning too! - David Manheim, Scott Garrabrant:
Categorizing Variants of Goodhart's Law. - Tom De Smedt, Guy De Pauw, Pieter Van Ostaeyen:
Automatic Detection of Online Jihadist Hate Speech. - Wei Fu, Tim Menzies, Di Chen, Amritanshu Agrawal:
Building Better Quality Predictors Using "ε-Dominance". - Phil Ammirato, Cheng-Yang Fu, Mykhailo Shvets, Jana Kosecka, Alexander C. Berg:
Target Driven Instance Detection. - Ricardo B. D. d'Oliveira, Antônio L. Apolinário Jr.:
Procedural Planetary Multi-resolution Terrain Generation for Games. - Amin Banitalebi, Said Nader-Esfahani, Alireza Nasiri Avanaki:
Robust LSB Watermarking Optimized for Local Structural Similarity. - Siwei Wang, Wei Chen:
Thompson Sampling for Combinatorial Semi-Bandits. - Sascha Kurz:
The power of the largest player. - Roey Mechrez, Itamar Talmi, Firas Shama, Lihi Zelnik-Manor:
Learning to Maintain Natural Image Statistics. - Solmaz S. Kia, Bryan Van Scoy, Jorge Cortés, Randy A. Freeman, Kevin M. Lynch, Sonia Martínez:
Tutorial on dynamic average consensus: the problem, its applications, and the algorithms. - Xiaolong Xie, Yun Liang, Xiuhong Li, Wei Tan:
CuLDA_CGS: Solving Large-scale LDA Problems on GPUs. - Guanying Chen, Kai Han, Kwan-Yee K. Wong:
TOM-Net: Learning Transparent Object Matting from a Single Image. - Yiran Wang, Adam Noel, Nan Yang:
A New Simulation Algorithm for Absorbing Receiver in Molecular Communication. - Jingzhao Wang, Yuan Luo:
Correct Undetected Errors with List Decoding in ARQ Error-control Systems. - Snehanshu Saha, Poulami Sarkar, Archana Mathur, Suryoday Basak:
Model Visualization in understanding rapid growth of a journal in an emerging area. - Alexander A. Semenov, Oleg Zaikin, Ilya V. Otpuschennikov, Stepan Kochemazov, Alexey Ignatiev:
On Cryptographic Attacks Using Backdoors for SAT. - Zhaohui Yang, Cunhua Pan, Wei Xu, Ming Chen:
Compressive Sensing Based User Clustering for Downlink NOMA Systems with Decoding Power. - Mehdi Banitalebi Dehkordi, Amin Banitalebi-Dehkordi:
Music Genre Classification Using Spectral Analysis and Sparse Representation of the Signals. - Amin Banitalebi-Dehkordi, Mahsa T. Pourazad, Panos Nasiopoulos:
Effect of Eye Dominance on the Perception of Stereoscopic 3D Video. - Feodor F. Dragan, Michel Habib, Laurent Viennot:
Revisiting Radius, Diameter, and all Eccentricity Computation in Graphs through Certificates. - Stefanie Anna Baby, Bimal Vinod, Chaitanya Chinni, Kaushik Mitra:
Dynamic Vision Sensors for Human Activity Recognition. - Tom Zahavy, Avinatan Hassidim, Haim Kaplan, Yishay Mansour:
Hierarchical Reinforcement Learning: Approximating Optimal Discounted TSP Using Local Policies. - Naifu Zhang, Kaibin Zheng, Meixia Tao:
Using Grouped Linear Prediction and Accelerated Reinforcement Learning for Online Content Caching. - Ren Yang, Mai Xu, Zulin Wang, Tianyi Li:
Multi-Frame Quality Enhancement for Compressed Video. - Zhaorui Wang, Soung Chang Liew, Lu Lu:
Noncoherent Detection for Physical-Layer Network Coding. - Zhe Zhou, Di Tang, Xiaofeng Wang, Weili Han, Xiangyu Liu, Kehuan Zhang:
Invisible Mask: Practical Attacks on Face Recognition with Infrared. - Abrar H. Abdulnabi, Bing Shuai, Zhen Zuo, Lap-Pui Chau, Gang Wang:
Multimodal Recurrent Neural Networks with Information Transfer Layers for Indoor Scene Labeling. - Ivo Batkovic, Mario Zanon, Nils Lubbe, Paolo Falcone:
A Computationally Efficient Model for Pedestrian Motion Prediction. - Olivier Sigaud, Freek Stulp:
Policy Search in Continuous Action Domains: an Overview. - Vijay Rajanna, Tracy Hammond:
A Gaze-Assisted Multimodal Approach to Rich and Accessible Human-Computer Interaction. - Nghi D. Q. Bui, Lingxiao Jiang:
Hierarchical Learning of Cross-Language Mappings through Distributed Vector Representations for Code. - Xiao Song, Xu Zhao, Tianwei Lin:
Face Spoofing Detection by Fusing Binocular Depth and Spatial Pyramid Coding Micro-Texture Features. - Jingzhao Wang, Tinghan Wang, Yuan Luo:
Storage and Repair Bandwidth Tradeoff for Distributed Storage Systems with Clusters and Separate Nodes. - Sebastian Falkensteiner, J. Rafael Sendra:
Formal Power Series Solutions of First Order Autonomous Algebraic Ordinary Differential Equations. - Anton Tsitsulin, Davide Mottin, Panagiotis Karras, Emmanuel Müller:
VERSE: Versatile Graph Embeddings from Similarity Measures. - Klaus Jansen, Lars Rohwedder:
On Integer Programming and Convolution. - Pengpeng Yang, Rongrong Ni, Yao Zhao, Gang Cao, Haorui Wu, Wei Zhao:
Robust Contrast Enhancement Forensics Using Convolutional Neural Networks. - Naoki Masuda, Petter Holme:
Detecting sequences of system states in temporal networks. - Laure Daviaud, Marcin Jurdzinski, Ranko Lazic:
A pseudo-quasi-polynomial algorithm for solving mean-payoff parity games. - Tim Isbister, Magnus Sahlgren, Lisa Kaati, Milan Obaidi, Nazar Akrami:
Monitoring Targeted Hate in Online Environments. - Thiemo Alldieck, Marcus A. Magnor, Weipeng Xu, Christian Theobalt, Gerard Pons-Moll:
Video Based Reconstruction of 3D People Models. - Nicolas Papernot, Patrick D. McDaniel:
Deep k-Nearest Neighbors: Towards Confident, Interpretable and Robust Deep Learning. - Aditya Shukla, Sidharth Prasad, Sandip Lashkare, Udayan Ganguly:
A case for multiple and parallel RRAMs as synaptic model for training SNNs. - Rion Brattig Correia, Alexander J. Gates, Xuan Wang, Luis M. Rocha:
CANA: A python package for quantifying control and canalization in Boolean Networks. - Helge Rhodin, Jörg Spörri, Isinsu Katircioglu, Victor Constantin, Frédéric Meyer, Erich Müller, Mathieu Salzmann, Pascal Fua:
Learning Monocular 3D Human Pose Estimation from Multi-view Images. - Jaideep Pathak, Alexander Wikner, Rebeckah Fussell, Sarthak Chandra, Brian R. Hunt, Michelle Girvan, Edward Ott:
Hybrid Forecasting of Chaotic Processes: Using Machine Learning in Conjunction with a Knowledge-Based Model. - Onoriode Uviase, Gerald Kotonya:
IoT Architectural Framework: Connection and Integration Framework for IoT Systems. 1-17 - Tushar Semwal, Shashi Shekhar Jha, Shivashankar B. Nair:
On Ordering Multi-Robot Task Executions within a Cyber Physical System. - Bin Yu, Ke Zhu, Kaiteng Wu, H. Michael Zhang:
Improved OpenCL-based Implementation of Social Field Pedestrian Model. - Fabian Schuiki, Michael Schaffner, Frank K. Gürkaynak, Luca Benini:
A Scalable Near-Memory Architecture for Training Deep Neural Networks on Large In-Memory Datasets. - János Végh:
Renewing computing paradigms for more efficient parallelization of single-threads. - Anas M. Al-Oraiqat, Yuriy O. Ivanov, Aladdein M. Amro:
Model Oriented Scheduling Algorithm for The Hardware-In-The-Loop Simulation. - Prasanna Kansakar, Arslan Munir:
A Design Space Exploration Methodology for Parameter Optimization in Multicore Processors. - Mingjie Shao, Qiang Li, Wing-Kin Ma:
One-bit massive MIMO precoding via a minimum symbol-error probability design. - Yufang Hou:
Enhanced Word Representations for Bridging Anaphora Resolution. - Youcheng Sun, Xiaowei Huang, Daniel Kroening:
Testing Deep Neural Networks. - Xiaohui Yang, Xiaoying Jiang, Wenming Wu, Juan Zhang, Dan Long, Funa Zhou, Yiming Xu:
Low Rank Variation Dictionary and Inverse Projection Group Sparse Representation Model for Breast Tumor Classification. - Banu Kabakulak, Z. Caner Taskin, Ali Emre Pusane:
A Branch-Price-and-Cut Algorithm for Optimal Decoding of LDPC Codes. - Jishen Zeng, Shunquan Tan, Guangqing Liu, Bin Li, Jiwu Huang:
WISERNet: Wider Separate-then-reunion Network for Steganalysis of Color Images. - Regivan H. N. Santiago, Benjamín R. C. Bedregal, João Marcos, Carlos Caleiro, Jocivania Pinheiro:
Semi-BCI Algebras. - Sejun Park, Deepjyoti Deka, Scott Backhaus, Michael Chertkov:
Learning with End-Users in Distribution Grids: Topology and Parameter Estimation. - Daya Shankar Pandey, Saptarshi Das, Indranil Pan, James J. Leahy, Witold Kwapinski:
Artificial neural network based modelling approach for municipal solid waste gasification in a fluidized bed reactor. - Jan Zacharias, Michael Barz, Daniel Sonntag:
A Survey on Deep Learning Toolkits and Libraries for Intelligent User Interfaces. - Réka Kovács, Oktay Günlük, Raphael A. Hauser:
Low-Rank Boolean Matrix Approximation by Integer Programming. - Amin Banitalebi-Dehkordi, Yuanyuan Dong, Mahsa T. Pourazad, Panos Nasiopoulos:
A Learning-Based Visual Saliency Fusion Model for High Dynamic Range Video (LBVS-HDR). - Shuai Li, Wanqing Li, Chris Cook, Ce Zhu, Yanbo Gao:
Independently Recurrent Neural Network (IndRNN): Building A Longer and Deeper RNN. - Amin Banitalebi-Dehkordi:
3D Video Quality Assessment. - Luchen Liu, Jianhao Shen, Ming Zhang, Zichang Wang, Jian Tang:
Learning the Joint Representation of Heterogeneous Temporal Events for Clinical Endpoint Prediction. - Matthijs Van Keirsbilck, Bert Moons, Marian Verhelst:
Resource aware design of a deep convolutional-recurrent neural network for speech recognition through audio-visual sensor fusion. - Amin Banitalebi-Dehkordi, Mahsa T. Pourazad, Panos Nasiopoulos:
A Learning-Based Visual Saliency Prediction Model for Stereoscopic 3D Video (LBVS-3D). - Esther Derman, Daniel J. Mankowitz, Timothy A. Mann, Shie Mannor:
Soft-Robust Actor-Critic Policy-Gradient. - Elias J. Griffith, Chinmaya Mishra, Jason F. Ralph, Simon Maskell:
A System for the Generation of Synthetic Wide Area Aerial Surveillance Imagery. - Jimmy Wu, Diondra Peck, Scott Hsieh, Vandana Dialani, Constance D. Lehman, Bolei Zhou, Vasilis Syrgkanis, Lester W. Mackey, Genevieve Patterson:
Expert identification of visual primitives used by CNNs during mammogram classification. - Alexandra Covaci, Simone Madeo, Patrick Motylinski, Stéphane Vincent:
NECTAR: Non-Interactive Smart Contract Protocol using Blockchain Technology. - Silvia Bartolucci, Pauline Bernat, Daniel Joseph:
SHARVOT: secret SHARe-based VOTing on the blockchain. - Raphael Kramer, Manuel Iori, Thibaut Vidal:
Mathematical models and search algorithms for the capacitated p-center problem. - Zlatan Ajanovic, Bakir Lacevic, Barys N. Shyrokau, Michael Stolz, Martin Horn:
Search-based optimal motion planning for automated driving. - Sorawit Suriyakarn, Clément Pit-Claudel, Benjamin Delaware, Adam Chlipala:
Narcissus: Deriving Correct-By-Construction Decoders and Encoders from Binary Formats. - Krunoslav Vinicki, Pierluigi Ferrari, Maja Belic, Romana Turk:
Using Convolutional Neural Networks for Determining Reticulocyte Percentage in Cats. - Han Qiu:
An Efficient Data Protection Architecture Based on Fragmentation and Encryption. - Saahil Ognawala, Alexander Pretschner, Thomas Hutzelmann, Eirini Psallida, Ricardo Nales Amato:
Reviewing KLEE's Sonar-Search Strategy in Context of Greybox Fuzzing. - Torsten Kilias, Alexander Löser, Felix A. Gers, Richard Koopmanschap, Ying Zhang, Martin L. Kersten:
IDEL: In-Database Entity Linking with Neural Embeddings. - Xiaowei Xu, Qing Lu, Yu Hu, Lin Yang, Xiaobo Sharon Hu, Danny Ziyi Chen, Yiyu Shi:
Quantization of Fully Convolutional Networks for Accurate Biomedical Image Segmentation. - Sebastian Schulze, Owain Evans:
Active Reinforcement Learning with Monte-Carlo Tree Search. - Ali Shirzadi Babakan, Abbas Alimohammadi:
An Agent-Based Simulation of Residential Location Choice of Tenants in Tehran, Iran. - Ali Shirzadi Babakan, Mohammad Taleai:
Impacts of transport development on residence choice of renter households: An agent-based evaluation. - Ali Shirzadi Babakan, Abbas Alimohammadi, Mohammad Taleai:
An agent-based evaluation of impacts of transport developments on the modal shift in Tehran, Iran. - Lior Kamma, Ohad Trabelsi:
Nearly Optimal Time Bounds for kPath in Hypergraphs. - Andrew Khalel, Motaz El-Saban:
Automatic Pixelwise Object Labeling for Aerial Imagery Using Stacked U-Nets. - Archit Harsh, John E. Ball, Pan Wei:
Onion-Peeling Outlier Detection in 2-D data Sets. - Amin Banitalebi-Dehkordi, Mehdi Banitalebi Dehkordi, Jamshid Abouei, Said Nader-Esfahani:
An Improvement Technique based on Structural Similarity Thresholding for Digital Watermarking. - Andy Brown, Aaron Tuor, Brian Hutchinson, Nicole Nichols:
Recurrent Neural Network Attention Mechanisms for Interpretable System Log Anomaly Detection. - Daniele Sportillo, Alexis Paljic, Luciano Ojeda, Philippe Fuchs, Vincent Roussarie:
Light Virtual Reality systems for the training of conditionally automated vehicle drivers. - Jordan Stadler, Faisal Z. Qureshi:
A Framework for Video-Driven Crowd Synthesis. - Johannes Holke:
Scalable Algorithms for Parallel Tree-based Adaptive Mesh Refinement with General Element Types. - Kai Xu, Dawei Li, Nick Cassimatis, Xiaolong Wang:
LCANet: End-to-End Lipreading with Cascaded Attention-CTC. - Subhash C. Kak:
On the Algebra in Boole's Laws of Thought. - Michel Breyer, Fadri Furrer, Tonci Novkovic, Roland Siegwart, Juan I. Nieto:
Flexible Robotic Grasping with Sim-to-Real Transfer based Reinforcement Learning. - Aditya Mandalika, Oren Salzman, Siddhartha S. Srinivasa:
Lazy Receding Horizon A* for Efficient Path Planning in Graphs with Expensive-to-Evaluate Edges. - Lucas Farach-Colton, Martin Farach-Colton, Reut Levi, Moti Medina, Miguel A. Mosteiro:
Closure Operators and Spam Resistance for PageRank. - Salomon S. Mizrahi, Diógenes Galetti:
An algorithm for hiding and recovering data using matrices. - Douglas R. Stinson:
A Brief Retrospective Look at the Cayley-Purser Public-key Cryptosystem, 19 Years Later. - Albert Lee, Bonnie Lam, Wenyuan Li, Hochul Lee, Wei-Hao Chen, Meng-Fan Chang, Kang-L. Wang:
Conditional Activation for Diverse Neurons in Heterogeneous Networks. - Yingying Zhu, Mert R. Sabuncu:
A Probabilistic Disease Progression Model for Predicting Future Clinical Outcome. - Francesco Restuccia, Salvatore D'Oro, Tommaso Melodia:
Securing the Internet of Things: New Perspectives and Research Challenges. - Wenqi Wang, Vaneet Aggarwal, Shuchin Aeron:
Principal Component Analysis with Tensor Train Subspace. - Mohamed El Halaby:
Solving the Course-timetabling Problem of Cairo University Using Max-SAT. - David Mguni, Joel Jennings, Enrique Munoz de Cote:
Decentralised Learning in Systems with Many, Many Strategic Agents. - Shiliang Zhang, Ming Lei, Zhijie Yan, Lirong Dai:
Deep-FSMN for Large Vocabulary Continuous Speech Recognition. - Chun-Wei Chiang, Caroline Anderson, Claudia Flores-Saviaga, Eduardo Jr Arenas, Felipe Colin, Mario Romero, Cuauhtémoc Rivera Loaiza, Norma Elva Chávez-Rodríguez, Saiph Savage:
Understanding Interface Design and Mobile Money Perceptions in Latin America. - Jice Wang, Hongqi Wu:
Android Inter-App Communication Threats, Solutions, and Challenges. - Tianbing Xu, Qiang Liu, Liang Zhao, Jian Peng:
Learning to Explore with Meta-Policy Gradient. - Devin Gaffney, J. Nathan Matias:
Caveat Emptor, Computational Social Science: Large-Scale Missing Data in a Widely-Published Reddit Corpus. - Sergio Hernandez Cerezo, Guillem Duran Ballester:
Fractal AI: A fragile theory of intelligence. - Odette Scharenborg, Martha A. Larson:
Investigating the Effect of Music and Lyrics on Spoken-Word Recognition. - Di Chen, Wei Fu, Rahul Krishna, Tim Menzies:
Applications of Psychological Science for Actionable Analytics. - Jian Kang, Hanghang Tong, Yinglong Xia, Wei Fan:
AURORA: Auditing PageRank on Large Graphs. - Ittai Abraham, Guy Gueta, Dahlia Malkhi:
Hot-Stuff the Linear, Optimal-Resilience, One-Message BFT Devil. - Ashok Sundaresan, Sugumar Murugesan, Sean Davis, Karthik Kappaganthu, ZhongYi Jin, Divya Jain, Anurag Maunder:
A Multi-Modal Approach to Infer Image Affect. - Jacob Buckman, Graham Neubig:
Neural Lattice Language Models. - Yang Li, Samy Bengio, Gilles Bailly:
Predicting Human Performance in Vertical Menu Selection Using Deep Learning. - Ahmed Ahmedin, Amitabha Ghosh, Dipak Ghosal:
A Survey of Multimedia Streaming in LTE Cellular Networks. - Md. Amirul Islam, Mahmoud Kalash, Neil D. B. Bruce:
Revisiting Salient Object Detection: Simultaneous Detection, Ranking, and Subitizing of Multiple Salient Objects. - Scott Freitas, Hanghang Tong, Nan Cao, Yinglong Xia:
Local Partition in Rich Graphs. - Tatsuya Tomaru:
Secret Key Generation from Channel Noise with the Help of a Common Key. - Milad M. Kazemi, Mohsen Zamani, Zhiyong Chen:
Structural Controllability of a Consensus Network with Multiple Leaders. - Tamal K. Dey, Jiayuan Wang, Yusu Wang:
Graph Reconstruction by Discrete Morse Theory. - Yatao Liu, Wing-Kin Ma:
Symbol-level precoding is symbol-perturbed ZF when energy Efficiency is sought. - Bryan Wilder:
Algorithmic Social Intervention. - Jonathan Scarlett:
Noisy Adaptive Group Testing: Bounds and Algorithms. - Raef Bassily, Om Thakkar, Abhradeep Thakurta:
Model-Agnostic Private Learning via Stability. - Ali Devran Kara, Serdar Yüksel:
Robustness to incorrect priors in partially observed stochastic control. - Muge Li, Liangyue Li, Feiping Nie:
Ranking with Adaptive Neighbors. - Tao Liu, Lei Jiang, Yier Jin, Gang Quan, Wujie Wen:
PT-Spike: A Precise-Time-Dependent Single Spike Neuromorphic Architecture with Efficient Supervised Learning. - Tao Liu, Zihao Liu, Fuhong Lin, Yier Jin, Gang Quan, Wujie Wen:
MT-Spike: A Multilayer Time-based Spiking Neuromorphic Architecture with Temporal Error Backpropagation. - Yufan He, Aaron Carass, Bruno M. Jedynak, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince:
Topology guaranteed segmentation of the human retina from OCT using convolutional neural networks. - Derek Wang, Chaoran Li, Sheng Wen, Yang Xiang, Wanlei Zhou, Surya Nepal:
Defensive Collaborative Multi-task Training - Defending against Adversarial Attack towards Deep Neural Networks. - Olga Krestinskaya, Alex Pappachen James:
Feature extraction without learning in an analog Spatial Pooler memristive-CMOS circuit design of Hierarchical Temporal Memory. - Aidana Irmanova, Alex Pappachen James:
Neuron inspired data encoding memristive multi-level memory cell. - Arghya Pal, Vineeth N. Balasubramanian:
Adversarial Data Programming: Using GANs to Relax the Bottleneck of Curated Labeled Data. - Vasuki Narasimha Swamy, Paul Rigge, Gireeja Ranade, Anant Sahai, Borivoje Nikolic:
Network Coding for Real-time Wireless Communication for Automation. - Matthew Stephenson, Jochen Renz, Xiaoyu Ge, Peng Zhang:
The 2017 AIBIRDS Competition. - Pedro J. Villasana T., Stanislaw Gorlow, Arvind T. Hariraman:
Multiplicative Updates for Elastic Net Regularized Convolutional NMF Under β-Divergence. - Igor Mozetic, Luís Torgo, Vítor Cerqueira, Jasmina Smailovic:
How to evaluate sentiment classifiers for Twitter time-ordered data? - Jianxun Lian, Xiaohuan Zhou, Fuzheng Zhang, Zhongxia Chen, Xing Xie, Guangzhong Sun:
xDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender Systems. - Eivind Samuelsen, Kyrre Glette:
Multi-objective Analysis of MAP-Elites Performance. - Muhammad Shoaib Jaliawala, Rizwan Ahmed Khan:
Can Autism be Catered with Artificial Intelligence-Assisted Intervention Technology? A Literature Review. - Jingwei Liu:
Approximative Theorem of Incomplete Riemann-Stieltjes Sum of Stochastic Integral. - Jean-Marie Kai, Tarek Hamel, Claude Samson:
A nonlinear global approach to scale-model aircraft path following control. - Andreas Hauptmann, Simon R. Arridge, Felix Lucka, Vivek Muthurangu, Jennifer Anne Steeden:
Real-time Cardiovascular MR with Spatio-temporal De-aliasing using Deep Learning - Proof of Concept in Congenital Heart Disease. - Xiao Song, Xu Zhao, Hanwen Hu, Liangji Fang:
EdgeStereo: A Context Integrated Residual Pyramid Network for Stereo Matching. - Salah Eddine Hajri, Juwendo Denis, Mohamad Assaad:
Enhancing Favorable Propagation in Cell-Free Massive MIMO Through Spatial User Grouping. - Aritra Das, Swarnendu Ghosh, Ritesh Sarkhel, Sandipan Choudhuri, Nibaran Das, Mita Nasipuri:
Combining Multi-level Contexts of Superpixel using Convolutional Neural Networks to perform Natural Scene Labeling. - Maxence Delong, Eric Filiol, Clément Coddet, Olivier Fatou, Clément Suhard:
OSINT Analysis of the TOR Foundation. - Xiaopeng Li, Zhourong Chen, Nevin L. Zhang:
Latent Tree Variational Autoencoder for Joint Representation Learning and Multidimensional Clustering. - Xiaopeng Li, Zhourong Chen, Nevin L. Zhang:
Building Sparse Deep Feedforward Networks using Tree Receptive Fields. - Valerio Mura, Giulia Orrù, Roberto Casula, Alessandra Sibiriu, Giulia Loi, Pierluigi Tuveri, Luca Ghiani, Gian Luca Marcialis:
LivDet 2017 Fingerprint Liveness Detection Competition 2017. - Filippos Kokkinos, Stamatios Lefkimmiatis:
Deep Image Demosaicking using a Cascade of Convolutional Residual Denoising Networks. - Simon Ostermann, Ashutosh Modi, Michael Roth, Stefan Thater, Manfred Pinkal:
MCScript: A Novel Dataset for Assessing Machine Comprehension Using Script Knowledge. - Anas Shatnawi, Matteo Orrù, Marco Mobilio, Oliviero Riganelli, Leonardo Mariani:
CloudHealth: A Model-Driven Approach to Watch the Health of Cloud Services. - Daming Lou, Siep Weiland:
Parametric model order reduction for large-scale and complex thermal systems. - Fernando Martin-Maroto, Gonzalo G. de Polavieja:
Algebraic Machine Learning. - Anas Shatnawi, Hafedh Mili, Manel Abdellatif, Ghizlane El-Boussaidi, Yann-Gaël Guéhéneuc, Naouel Moha, Jean Privat:
How to Implement Dependencies in Server Pages of JEE Web Applications. - Ahmet Cihat Baktir, Cagatay Sonmez, Cem Ersoy, Atay Ozgovde, Blesson Varghese:
Addressing the Challenges in Federating Edge Resources. - Pouya Samangouei, Mahyar Najibi, Larry S. Davis, Rama Chellappa:
Face-MagNet: Magnifying Feature Maps to Detect Small Faces. - Anas Shatnawi, Hafedh Mili, Manel Abdellatif, Jean Privat, Yann-Gaël Guéhéneuc, Naouel Moha, Ghizlane El-Boussaidi:
A Static Program Slicing Approach for Output Stream Objects in JEE Applications. - William Woof, Ke Chen:
Learning to Play General Video-Games via an Object Embedding Network. - Kai Yi, Zhiqiang Jian, Shi-tao Chen, Yu Chen, Nanning Zheng:
Knowledge-based Recurrent Attentive Neural Network for Traffic Sign Detection. - Minghui Liao, Zhen Zhu, Baoguang Shi, Gui-Song Xia, Xiang Bai:
Rotation-Sensitive Regression for Oriented Scene Text Detection. - Jie Luo, Sarah F. Frisken, Karteek Popuri, Dana Cobzas, Frank Preiswerk, Matthew Toews, Miaomiao Zhang, Hongyi Ding, Polina Golland, Alexandra J. Golby, Masashi Sugiyama, William M. Wells III:
On the Ambiguity of Registration Uncertainty. - David Mascharka, Philip Tran, Ryan Soklaski, Arjun Majumdar:
Transparency by Design: Closing the Gap Between Performance and Interpretability in Visual Reasoning. - Anas Shatnawi, Hafedh Mili, Manel Abdellatif, Ghizlane El-Boussaidi, Jean Privat, Yann-Gaël Guéhéneuc, Naouel Moha:
Identifying KDM Model of JSP Pages. - Fernando Florenzano, Cristian Riveros, Martín Ugarte, Stijn Vansummeren, Domagoj Vrgoc:
Constant delay algorithms for regular document spanners. - Xiaobo Zhou, Jun Li, Feng Shu, Qingqing Wu, Yongpeng Wu, Wen Chen, Lajos Hanzo:
Secure SWIPT for Directional Modulation Aided AF Relaying Networks. - Anas Shatnawi, Hafedh Mili, Manel Abdellatif, Ghizlane El-Boussaidi, Yann-Gaël Guéhéneuc, Naouel Moha, Jean Privat:
What Should You Know Before Developing a Service Identification Approach. - Elise Barelli:
On the Security of Some Compact Keys for McEliece Scheme. - Ebrahim Karami, Savo Glisic:
Optimization of Scheduling in Wireless Ad-Hoc Networks Using Matrix Games. - Tan Do-Duy, M. Angeles Vazquez-Castro:
Geo-Network Coding Function Virtualization for Reliable Communication over Satellite. - Farhad Merchant, Tarun Vatwani, Anupam Chattopadhyay, Soumyendu Raha, S. K. Nandy, Ranjani Narayan, Rainer Leupers:
Efficient Realization of Givens Rotation through Algorithm-Architecture Co-design for Acceleration of QR Factorization. - Samer El Zant, Katia Jaffrès-Runser, Dima Shepelyansky:
Capturing the influence of geopolitical ties from Wikipedia with reduced Google matrix. - Michaël Defferrard, Sharada P. Mohanty, Sean F. Carroll, Marcel Salathé:
Learning to Recognize Musical Genre from Audio. - Chengyang Li, Dan Song, Ruofeng Tong, Min Tang:
Illumination-aware Faster R-CNN for Robust Multispectral Pedestrian Detection. - Michael A. Burr, Shuhong Gao, Fiona Knoll:
Optimal Bounds for Johnson-Lindenstrauss Transformations. - Yilong Yang, Xiaoshan Li, Nafees Qamar, Wei Ke, Zhiming Liu:
MedShare: Medical Resource Sharing among Autonomous Healthcare Providers. - James Thorne, Andreas Vlachos, Christos Christodoulopoulos, Arpit Mittal:
FEVER: a large-scale dataset for Fact Extraction and VERification. - Yuval Emek, Shay Kutten, Ron Lavi, Yangguang Shi:
Approximating Generalized Network Design under (Dis)economies of Scale with Applications to Energy Efficiency. - Yilong Yang, Xiaoshan Li, Quan Zu:
Real-time System Modeling and Verification through Labeled Transition System Analyser (LTSA). - Konstantinos Koufos, Carl P. Dettmann:
Temporal Correlation of Interference in Vehicular Networks with Shifted-Exponential Time Headways. - Chris J. Mitchell:
The Hsu-Harn-Mu-Zhang-Zhu group key establishment protocol is insecure. - Yilong Yang, Jing Yang, Xiaoshan Li:
Integrating UML with Service Refinement for Requirements Modeling and Analysis. - Yousef Amar, Hamed Haddadi, Richard Mortier, Anthony Brown, James A. Colley, Andy Crabtree:
An Analysis of Home IoT Network Traffic and Behaviour. - Kolja Junginger, Evanthia Papadopoulou:
Deletion in abstract Voronoi diagrams in expected linear time. - Sebastian Junges, Joost-Pieter Katoen, Mariëlle Stoelinga, Matthias Volk:
One Net Fits All: A unifying semantics of Dynamic Fault Trees using GSPNs. - Stasys Jukna, Hannes Seiwert:
Greedy can also beat pure dynamic programming. - Hisashi Iwade, Kohei Nakajima, Takuma Tanaka, Toshio Aoyagi:
Use of recurrent infomax to improve the memory capability of input-driven recurrent neural networks. - Angelin Lalev:
Distributed Random Number Generation for the Needs of Public Governance. - Eliav Buchnik, Edith Cohen, Avinatan Hassidim, Yossi Matias:
LSH Microbatches for Stochastic Gradients: Value in Rearrangement. - Yanzhi Wang, Zheng Zhan, Jiayu Li, Jian Tang, Bo Yuan, Liang Zhao, Wujie Wen, Siyue Wang, Xue Lin:
On the Universal Approximation Property and Equivalence of Stochastic Computing-based Neural Networks and Binary Neural Networks. - Jiri Cermak, Viliam Lisý, Branislav Bosanský:
Constructing Imperfect Recall Abstractions to Solve Large Extensive-Form Games. - Carla Groenland, Alex Scott:
H-colouring Pt-free graphs in subexponential time. - Lutz Bornmann, Wolfgang Glänzel:
Which differences can be expected when two universities in the Leiden Ranking are compared? Some benchmarks for institutional research evaluations. - Kamyar Nazeri, Eric Ng:
Image Colorization with Generative Adversarial Networks. - Abhijit Suprem, Polo Chau:
Approximate Query Matching for Image Retrieval. - Jack Harmer, Linus Gisslén, Henrik Holst, Joakim Bergdahl, Tom Olsson, Kristoffer Sjöö, Magnus Nordin:
Imitation Learning with Concurrent Actions in 3D Games. - Pavel Izmailov, Dmitrii Podoprikhin, Timur Garipov, Dmitry P. Vetrov, Andrew Gordon Wilson:
Averaging Weights Leads to Wider Optima and Better Generalization. - Christophe Crespelle, Tien-Nam Le, Kévin Perrot, Thi Ha Duong Phan:
Linearity is Strictly More Powerful than Contiguity for Encoding Graphs. - Adam Roberts, Jesse H. Engel, Colin Raffel, Curtis Hawthorne, Douglas Eck:
A Hierarchical Latent Vector Model for Learning Long-Term Structure in Music. - Holger R. Roth, Hirohisa Oda, Xiangrong Zhou, Natsuki Shimizu, Ying Yang, Yuichiro Hayashi, Masahiro Oda, Michitaka Fujiwara, Kazunari Misawa, Kensaku Mori:
An application of cascaded 3D fully convolutional networks for medical image segmentation. - Pablo V. A. Barros, Nikhil Churamani, Egor Lakomkin, Henrique Siqueira, Alexander Sutherland, Stefan Wermter:
The OMG-Emotion Behavior Dataset. - Alexis Conneau, Douwe Kiela:
SentEval: An Evaluation Toolkit for Universal Sentence Representations. - Peter Clark, Isaac Cowhey, Oren Etzioni, Tushar Khot, Ashish Sabharwal, Carissa Schoenick, Oyvind Tafjord:
Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge. - Federico Rossi, Saptarshi Bandyopadhyay, Michael T. Wolf, Marco Pavone:
Review of Multi-Agent Algorithms for Collective Behavior: a Structural Taxonomy. - Giordano Da Lozzo, David Eppstein, Michael T. Goodrich, Siddharth Gupta:
Subexponential-Time and FPT Algorithms for Embedded Flat Clustered Planarity. - Zhang Li, Zheyu Hu, Jiaolong Xu, Tao Tan, Hui Chen, Zhi Duan, Ping Liu, Jun Tang, Guoping Cai, Quchang Ouyang, Yuling Tang, Geert Litjens, Qiang Li:
Computer-aided diagnosis of lung carcinoma using deep learning - a pilot study. - Ioakeim Perros, Evangelos E. Papalexakis, Haesun Park, Richard W. Vuduc, Xiaowei Yan, Christopher deFilippi, Walter F. Stewart, Jimeng Sun:
SUSTain: Scalable Unsupervised Scoring for Tensors and its Application to Phenotyping. - Vladimir Ignatiev, Alexey Trekin, Viktor Lobachev, Georgy Potapov, Evgeny Burnaev:
Targeted change detection in remote sensing images. - Shubhra Aich, Ian Stavness:
Improving Object Counting with Heatmap Regulation. - Shervin Malmasi, Marcos Zampieri:
Challenges in Discriminating Profanity from Hate Speech. - Enrico Formenti, Kévin Perrot, Eric Rémila:
Computational complexity of the avalanche problem on one dimensional Kadanoff sandpiles. - Gabriele Castellano, Flavio Esposito, Fulvio Risso:
A Distributed Architecture for Edge Service Orchestration with Guarantees. - Alon Eden, Uriel Feige, Michal Feldman:
Max-Min Greedy Matching. - Shiyu Zhao, Daniel Zelazo:
Bearing Rigidity Theory and its Applications for Control and Estimation of Network Systems: Life Beyond Distance Rigidity. - Michael Muehlebach, Raffaello D'Andrea:
On the Approximation of Constrained Linear Quadratic Regulator Problems and their Application to Model Predictive Control - Supplementary Notes. - Rahul Krishna, Suvodeep Majumder, Tim Menzies, Martin J. Shepperd:
Bad Smells in Software Analytics Papers. - Jiuxiang Gu, Shafiq R. Joty, Jianfei Cai, Gang Wang:
Unpaired Image Captioning by Language Pivoting. - Luca Furieri, Maryam Kamgarpour:
Lowering the Upper Bounds on the Cost of Robust Distributed Controllers Beyond Quadratic Invariance. - Gustavo Betarte, Eduardo Giménez, Rodrigo Martínez, Álvaro Pardo:
Machine learning-assisted virtual patching of web applications. - Long Chen, Wen Tang, Nigel W. John:
Self-Supervised Monocular Image Depth Learning and Confidence Estimation. - Somantika Datta, Jesse Oldroyd:
Low coherence unit norm tight frames. - Gilles Barthe, Thomas Espitau, Marco Gaboardi, Benjamin Grégoire, Justin Hsu, Pierre-Yves Strub:
An Assertion-Based Program Logic for Probabilistic Programs. - Zhenhua Feng, Patrik Huber, Josef Kittler, Peter J. B. Hancock, Xiaojun Wu, Qijun Zhao, Paul Koppen, Matthias Rätsch:
Evaluation of Dense 3D Reconstruction from 2D Face Images in the Wild. - Long Chen, Wen Tang, Nigel W. John, Tao Ruan Wan, Jian-Jun Zhang:
Context-Aware Mixed Reality: A Framework for Ubiquitous Interaction. - Ahmed H. Anwar, George K. Atia, Mina Guirguis:
A Game-Theoretic Framework for the Virtual Machines Migration Timing Problem. - Siddarth Srinivasan, Richa Arora, Mark O. Riedl:
A Simple and Effective Approach to the Story Cloze Test. - Gedas Bertasius, Lorenzo Torresani, Jianbo Shi:
Object Detection in Video with Spatiotemporal Sampling Networks. - Amit Das, Jinyu Li, Rui Zhao, Yifan Gong:
Advancing Connectionist Temporal Classification With Attention Modeling. - Jinyu Li, Guoli Ye, Amit Das, Rui Zhao, Yifan Gong:
Advancing Acoustic-to-Word CTC Model. - Hany Hassan, Anthony Aue, Chang Chen, Vishal Chowdhary, Jonathan Clark, Christian Federmann, Xuedong Huang, Marcin Junczys-Dowmunt, William Lewis, Mu Li, Shujie Liu, Tie-Yan Liu, Renqian Luo, Arul Menezes, Tao Qin, Frank Seide, Xu Tan, Fei Tian, Lijun Wu, Shuangzhi Wu, Yingce Xia, Dongdong Zhang, Zhirui Zhang, Ming Zhou:
Achieving Human Parity on Automatic Chinese to English News Translation. - Tim Salimans, Han Zhang, Alec Radford, Dimitris N. Metaxas:
Improving GANs Using Optimal Transport. - Zhuolun Xiang, Nitin H. Vaidya:
Global Stabilization for Causally Consistent Partial Replication. - Ying-Cong Chen, Huaijia Lin, Michelle Shu, Ruiyu Li, Xin Tao, Yangang Ye, Xiaoyong Shen, Jiaya Jia:
Facelet-Bank for Fast Portrait Manipulation. - Zhaoming Xie, Glen Berseth, Patrick Clary, Jonathan W. Hurst, Michiel van de Panne:
Feedback Control For Cassie With Deep Reinforcement Learning. - Hsi-Yuan Chen, Zachary I. Bell, Patryk Deptula, Warren E. Dixon:
A Switched Systems Approach to Path Following with Intermittent State Feedback. - Chin-Jung Hsu, Vivek Nair, Tim Menzies, Vincent W. Freeh:
Micky: A Cheaper Alternative for Selecting Cloud Instances. - Zhiwen Shao, Zhilei Liu, Jianfei Cai, Lizhuang Ma:
Deep Adaptive Attention for Joint Facial Action Unit Detection and Face Alignment. - Rahul Kidambi, Praneeth Netrapalli, Prateek Jain, Sham M. Kakade:
On the insufficiency of existing momentum schemes for Stochastic Optimization. - A. O. Babatunde, A. J. Taiwo, Emmanuel Gbenga Dada:
Information Security in Health Care Centre Using Cryptography and Steganography. - Yongtao Liu, Xiaopeng Fan, Yang Wang, Debin Zhao, Wen Gao:
A nonlinear transform based analog video transmission framework. - Samiya M. Shimly, David B. Smith, Samaneh Movassaghi:
Cross-Layer Designs for Body-to-Body Networks: Adaptive CSMA/CA with Distributed Routing. - Steven D. Morad, Himangshu Kalita, Jekan Thangavelautham:
Planning and Navigation of Climbing Robots in Low-Gravity Environments. - Vinay Praneeth Boda:
Reconstructing Gaussian sources by spatial sampling. - Yuan Hong, Jaideep Vaidya, Haibing Lu:
Securely Solving the Distributed Graph Coloring Problem. - Huikai Wu, Shuai Zheng, Junge Zhang, Kaiqi Huang:
Fast End-to-End Trainable Guided Filter. - Tønnes F. Nygaard, Charles P. Martin, Jim Tørresen, Kyrre Glette:
Self-Modifying Morphology Experiments with DyRET: Dynamic Robot for Embodied Testing. - Vassilis Papataxiarhis, Stathes Hadjiefthymiades:
Event Correlation and Forecasting over Multivariate Streaming Sensor Data. - Haijun Zhang, Yu Qiu, Keping Long, George K. Karagiannidis, Xianbin Wang, Arumugam Nallanathan:
Resource Allocation in NOMA based Fog Radio Access Networks. - Johan Ersfolk, Miika Ahopelto, Wictor Lund, Jonatan Wiik, Marina Waldén, Matti Linjama, Jan Westerholm:
Online Fault Identification of Digital Hydraulic Valves Using a Combined Model-Based and Data-Driven Approach. - Pascal André, J. Christian Attiogbé, Arnaud Lanoix:
Modelling and Analysing the Landing Gear System: a Solution with Event-B/Rodin. - Zhenheng Yang, Peng Wang, Yang Wang, Wei Xu, Ram Nevatia:
LEGO: Learning Edge with Geometry all at Once by Watching Videos. - Maximilian Lam:
Word2Bits - Quantized Word Vectors. - Jeremiah Blocki, Venkata Gandikota, Elena Grigorescu, Samson Zhou:
Relaxed Locally Correctable Codes in Computationally Bounded Channels. - Zhipeng Chen, Yiming Cui, Wentao Ma, Shijin Wang, Ting Liu, Guoping Hu:
HFL-RC System at SemEval-2018 Task 11: Hybrid Multi-Aspects Model for Commonsense Reading Comprehension. - Lei Zhou, Xiao Bai, Xianglong Liu, Jun Zhou, Edwin R. Hancock:
Fast Subspace Clustering Based on the Kronecker Product. - Mythri Hunukumbure, Jian Luo, Mario H. Castañeda, Raffaele D'Errico, Per Zetterberg, Ali A. Zaidi, Jaakko Vihriälä, Domenico Giustiniano:
Mm-wave specific challenges in designing 5G transceiver architectures and air-interfaces. - Ji Wen, Xu Sun, Xuancheng Ren, Qi Su:
Structure Regularized Neural Network for Entity Relation Classification for Chinese Literature Text. - Mythri Hunukumbure, Raffaele D'Errico, Antonio Clemente, Philippe Ratajczak, Ulf Gustavsson, Yinan Qi, Xiaoming Chen:
Performance and Impairment Modelling for Hardware Components in Millimetre-wave Transceivers. - Paul Manns, Manish N. Sreenivasa, Matthew Millard, Katja D. Mombaur:
Motion optimization and parameter identification for a human and lower-back exoskeleton model. - Parisa Naderi Golshan, HosseinAli Rahmani Dashti, Shahrzad Azizi, Leila Safari:
A Study of Recent Contributions on Information Extraction. - Sneihil Gopal, Sanjit K. Kaul, Sumit Roy:
Optimizing City-Wide Wi-Fi Networks in TV White Spaces. - Panagiotis Meletis, Gijs Dubbelman:
Training of Convolutional Networks on Multiple Heterogeneous Datasets for Street Scene Semantic Segmentation. - Mythri Hunukumbure, Yue Wang, Miurel Tercero, Javier Lorca:
Some insights into the behaviour of millimetre wave spectrum on key 5G cellular KPIs. - Balwinder Sodhi, Shipra Sharma:
Using StackOverflow content to assist in code review. - Mozhgan Bayat, Ratheesh Kumar Mungara, Giuseppe Caire:
Achieving Spatial Scalability for Coded Caching over Wireless Networks. - Fabian Klute, Martin Nöllenburg:
Minimizing Crossings in Constrained Two-Sided Circular Graph Layouts. - Boyi Hou, Qun Chen, Zhaoqiang Chen, Youcef Nafa, Zhanhuai Li:
i-HUMO: An Interactive Human and Machine Cooperation Framework for Entity Resolution with Quality Guarantees. - Martin Koutecký, Jon Lee, Viswanath Nagarajan, Xiangkun Shen:
Approximating Max-Cut under Graph-MSO Constraints. - Ayesha Gurnani, Vandit Gajjar, Viraj Mavani, Yash Khandhediya:
VEGAC: Visual Saliency-based Age, Gender, and Facial Expression Classification Using Convolutional Neural Networks. - Dong Wang, Lei Zhou, Xueni Zhang, Xiao Bai, Jun Zhou:
Exploring Linear Relationship in Feature Map Subspace for ConvNets Compression. - Jailton Coelho, Marco Túlio Valente, Luciana Lourdes Silva, André C. Hora:
Why We Engage in FLOSS: Answers from Core Developers. - Hongfei Fan, Lin Ding, Xiaodong Xie, Huizhu Jia, Wen Gao:
Joint Rate Allocation with Both Look-ahead And Feedback Model For High Efficiency Video Coding. - Carsten Haubold, Virginie Uhlmann, Michael Unser, Fred A. Hamprecht:
Diverse M-Best Solutions by Dynamic Programming. - Weihao Yuan, Johannes A. Stork, Danica Kragic, Michael Yu Wang, Kaiyu Hang:
Rearrangement with Nonprehensile Manipulation Using Deep Reinforcement Learning. - Sen He, Ali Borji, Yang Mi, Nicolas Pugeault:
What Catches the Eye? Visualizing and Understanding Deep Saliency Models. - Mahdi Barzegar Khalilsarai, Saeid Haghighatshoar, Xinping Yi, Giuseppe Caire:
FDD Massive MIMO via UL/DL Channel Covariance Extrapolation and Active Channel Sparsification. - Sen He, Nicolas Pugeault:
Salient Region Segmentation. - Boliang Lin:
A Study of Car-to-Train Assignment Problem for Rail Express Cargos on Scheduled and Unscheduled Train Service Network. - Sha Hu, Jose Flordelis, Fredrik Rusek, Ove Edfors:
Unmanned Aerial Vehicle Assisted Cellular Communication. - Pankaj K. Agarwal, Lars Arge, Frank Staals:
Improved Dynamic Geodesic Nearest Neighbor Searching in a Simple Polygon. - Ondrej Kuzelka, Yuyi Wang, Jesse Davis, Steven Schockaert:
PAC-Reasoning in Relational Domains. - Yatin Saraiya:
Using accumulation to optimize deep residual neural nets. - Yatin Saraiya:
A predictor-corrector method for the training of deep neural networks. - Sen He, Dmitry Kangin, Yang Mi, Nicolas Pugeault:
Aggregated Sparse Attention for Steering Angle Prediction. - Zihao Liu, Qi Liu, Tao Liu, Yanzhi Wang, Wujie Wen:
Feature Distillation: DNN-Oriented JPEG Compression Against Adversarial Examples. - Zihao Liu, Tao Liu, Wujie Wen, Lei Jiang, Jie Xu, Yanzhi Wang, Gang Quan:
DeepN-JPEG: A Deep Neural Network Favorable JPEG-based Image Compression Framework. - Yan Zhang, He Sun, Siyu Tang, Heiko Neumann:
Temporal Human Action Segmentation via Dynamic Clustering. - Alexander Panchenko, Anastasiya Lopukhina, Dmitry Ustalov, Konstantin Lopukhin, Nikolay Arefyev, Alexey Leontyev, Natalia V. Loukachevitch:
RUSSE'2018: A Shared Task on Word Sense Induction for the Russian Language. - Robert E. Arbon, Alex J. Jones, Lars A. Bratholm, Tom Mitchell, David R. Glowacki:
Sonifying stochastic walks on biomolecular energy landscapes. - Thomas F. J.-M. Pasquier, Matthew K. Lau, Xueyuan Han, Elizabeth Fong, Barbara Staudt Lerner, Emery R. Boose, Mercè Crosas, Aaron M. Ellison, Margo I. Seltzer:
Sharing and Preserving Computational Analyses for Posterity with encapsulator. - Vitaly Kuznetsov, Mehryar Mohri:
Theory and Algorithms for Forecasting Time Series. - Alexander Felix, Sebastian Cammerer, Sebastian Dörner, Jakob Hoydis, Stephan ten Brink:
OFDM-Autoencoder for End-to-End Learning of Communications Systems. - Alexander Panchenko, Natalia V. Loukachevitch, Dmitry Ustalov, Denis Paperno, Christian Meyer, Natalia Konstantinova:
RUSSE: The First Workshop on Russian Semantic Similarity. - Shay Solomon:
Dynamic Approximate Matchings with an Optimal Recourse Bound. - Chu Wang, Babak Samari, Kaleem Siddiqi:
Local Spectral Graph Convolution for Point Set Feature Learning. - Stefano Faralli, Alexander Panchenko, Chris Biemann, Simone Paolo Ponzetto:
Enriching Frame Representations with Distributionally Induced Senses. - Paola Giannini, Tim Richter, Marco Servetto, Elena Zucca:
Tracing sharing in an imperative pure calculus. - Kristina Y. Yordanova, Adeline Paiement, Max Schröder, Emma Tonkin, Przemyslaw Woznowski, Carl Magnus Olsson, Joseph Rafferty, Timo Sztyler:
Challenges in Annotation of useR Data for UbiquitOUs Systems: Results from the 1st ARDUOUS Workshop. - Kun Wang, Zhi Ding:
Joint Turbo Receiver for LDPC-Coded MIMO Systems Based on Semi-definite Relaxation. - Manna Dai, Shuying Cheng, Xiangjian He, Dadong Wang:
A Structural Correlation Filter Combined with A Multi-task Gaussian Particle Filter for Visual Tracking. - Asim Jan, Huaxiong Ding, Hongying Meng, Liming Chen, Huibin Li:
Accurate Facial Parts Localization and Deep Learning for 3D Facial Expression Recognition. - Lingxiao Wei, Yannan Liu, Bo Luo, Yu Li, Qiang Xu:
I Know What You See: Power Side-Channel Attack on Convolutional Neural Network Accelerators. - Zhiyang Liu, Chen Cao, Shuxue Ding, Tong Han, Hong Wu, Sheng Liu:
Towards Clinical Diagnosis: Automated Stroke Lesion Segmentation on Multimodal MR Image Using Convolutional Neural Network. - Andrawes Al Bahou, Geethan Karunaratne, Renzo Andri, Lukas Cavigelli, Luca Benini:
XNORBIN: A 95 TOp/s/W Hardware Accelerator for Binary Convolutional Neural Networks. - Jared Shamwell, Sarah Leung, William D. Nothwang:
Vision-Aided Absolute Trajectory Estimation Using an Unsupervised Deep Network with Online Error Correction. - Xiaofang Wang, Guoqiang Xiang, Xinyue Zhang, Wei Wei:
Image Registration Based Flicker Solving in Video Face Replacement and Analysis Based Sub-pixel Image Registration. - Shuai Wang, John Baillieul:
Paradigm and Paradox in Topology Control of Power Grids. - Aarti Jajoo, Matthew Nicol, Jaime Gateno, Ken-Chung Chen, Zhen Tang, Tasadduk Chowdhury, Jianfu Li, Steve Guo-Fang Shen, James J. Xia:
Calculating the Midsagittal Plane for Symmetrical Bilateral Shapes: Applications to Clinical Facial Surgical Planning. - Sasank Chilamkurthy, Rohit Ghosh, Swetha Tanamala, Mustafa Biviji, Norbert G. Campeau, Vasantha Kumar Venugopal, Vidur Mahajan, Pooja Rao, Prashant Warier:
Development and Validation of Deep Learning Algorithms for Detection of Critical Findings in Head CT Scans. - Xiangyun Zhao, Shuang Liang, Yichen Wei:
Pseudo Mask Augmented Object Detection. - Oscar Chang, Hod Lipson:
Neural Network Quine. - Shuai Wang, John Baillieul:
Power Grid Decomposition Based on Vertex Cut Sets and Its Applications to Topology Control and Power Trading. - Ludovic Calès, Apostolos Chalkis, Ioannis Z. Emiris, Vissarion Fisikopoulos:
Practical volume computation of structured convex bodies, and an application to modeling portfolio dependencies and financial crises. - Alexander G. Ororbia II, Ankur Arjun Mali, Jian Wu, Scott O'Connell, David J. Miller, C. Lee Giles:
Learned Iterative Decoding for Lossy Image Compression Systems. - Jiayu Zhou, Fengyi Tang, He Zhu, Ning Nan, Ziheng Zhou:
Distributed Data Vending on Blockchain. - Albert Gong, Qiang Qiu, Guillermo Sapiro:
Virtual CNN Branching: Efficient Feature Ensemble for Person Re-Identification. - Ciprian A. Corneanu, Meysam Madadi, Sergio Escalera:
Deep Structure Inference Network for Facial Action Unit Recognition. - Jeff Daily, Abhinav Vishnu, Charles Siegel, Thomas Warfel, Vinay Amatya:
GossipGraD: Scalable Deep Learning using Gossip Communication based Asynchronous Gradient Descent. - Luis Cruz, Rui Abreu:
Using Automatic Refactoring to Improve Energy Efficiency of Android Apps. - Stephan Friedrichs, Valentin Polishchuk, Christiane Schmidt:
Altitude Terrain Guarding and Guarding Uni-Monotone Polygons. - Jim W. Kay, William A. Phillips:
Contrasting information theoretic decompositions of modulatory and arithmetic interactions in neural information processing systems. - Stylianos I. Venieris, Alexandros Kouris, Christos-Savvas Bouganis:
Toolflows for Mapping Convolutional Neural Networks on FPGAs: A Survey and Future Directions. - Maurice Yang, Mahmoud Faraj, Assem S. Hussein, Vincent C. Gaudet:
Efficient Hardware Realization of Convolutional Neural Networks using Intra-Kernel Regular Pruning. - Jekaterina Novikova, Ondrej Dusek, Verena Rieser:
RankME: Reliable Human Ratings for Natural Language Generation. - Oleksandr V. Palagin, Vitalii Velychko, Kyrylo Malakhov, Oleksandr Shchurov:
Research and Development Workstation Environment: the new class of Current Research Information Systems. - Chi-Ning Chou, Mrinal Kumar, Noam Solomon:
Some Closure Results for Polynomial Factorization and Applications. - Zhangxin Zhou, Chen Yuan, Ziyan Yao, Jiangpeng Dai, Guangyi Liu, Renchang Dai, Zhiwei Wang, Garng M. Huang:
CIM/E Oriented Graph Database Model Architecture and Parallel Network Topology Processing. - Mikolaj Bojanczyk, Martin Grohe, Michal Pilipczuk:
Definable decompositions for graphs of bounded linear cliquewidth. - Stefan Lonn, Petia Radeva, Mariella Dimiccoli:
A picture is worth a thousand words but how to organize thousands of pictures? - Bijan Sakhdari, Nasser L. Azad:
Adaptive Tube-based Nonlinear MPC for Ecological Autonomous Cruise Control of Plug-in Hybrid Electric Vehicles. - Gabriel Alvarado Barrios, Juan Carlos Retamal, Enrique Solano, Mikel Sanz:
Analog simulator of integro-differential equations with classical memristors. - Irina Kostitsyna, Bahram Kouhestani, Stefan Langerman, David Rappaport:
An Optimal Algorithm to Compute the Inverse Beacon Attraction Region. - Nan Xue, Aranya Chakrabortty:
Control Inversion: A Clustering-Based Method for Distributed Wide-Area Control of Power Systems. - Sebastian Wild:
Pivot Sampling in QuickXSort: Precise Analysis of QuickMergesort and QuickHeapsort. - Weipeng Xu, Avishek Chatterjee, Michael Zollhöfer, Helge Rhodin, Pascal Fua, Hans-Peter Seidel, Christian Theobalt:
Mo2Cap2: Real-time Mobile 3D Motion Capture with a Cap-mounted Fisheye Camera. - Tyler Hunt, Congzheng Song, Reza Shokri, Vitaly Shmatikov, Emmett Witchel:
Chiron: Privacy-preserving Machine Learning as a Service. - Charlotte Bunne, Lukas Rahmann, Thomas Wolf:
Studying Invariances of Trained Convolutional Neural Networks. - Anupama Prasanth, Sandhia Valsala, Safeeullah Soomro:
A Novel Approach in Calculating Stakeholder priority in Requirements Elicitation. - Rasoul Shahsavarifar, David Bremner:
Computing the Planar β-skeleton Depth. - Seyed Sadegh Mohseni Salehi, Shadab Khan, Deniz Erdogmus, Ali Gholipour:
Real-time Deep Registration With Geodesic Loss. - Didier Barradas-Bautista, Matías Alvarado:
Unraveling Go gaming nature by Ising Hamiltonian and common fate graphs: tactics and statistics. - Siyuan Qiao, Wei Shen, Zhishuai Zhang, Bo Wang, Alan L. Yuille:
Deep Co-Training for Semi-Supervised Image Recognition. - Ahmed Fadhil:
A Review of Empirical Applications on Food Waste Prevention & Management. - S. Ali Hojjat:
Enhanced navigation systems in GPS denied environments for visually impaired people: A Survey. - Nanxi Huang, Chunxi Li, Yongxiang Zhao, Yuchun Guo:
Research on Cross-platform Measurement method of online Advertising. - Muhammad Kamal Hossen, Md. Ali Faiad, Md. Shahnur Azad Chowdhury, Md. Sajjatul Islam:
Discovering Users Topic of Interest from Tweet. - K. Viswanathan Iyer:
Big data analytics: The stakes for students, scientists & managers - a management perspective. - Vincenzo De Florio:
On the Constituent Attributes of Software and Organisational Resilience. - Andrew W. Luse, Susana Berenice Vidrio-Baron, Brian E. Mennecke, Anthony M. Townsend:
A Location-based Approach for Distributed Kiosk Design. - W. G. Prabath Jayatissa, Vajira H. W. Dissanayake, Roshan Hewapathirane:
Review on Master Patient Index. - Sakib Mahmud Khan, Mashrur Chowdhury, Eric A. Morris, Lipika Deka:
Synergizing Roadway Infrastructure Investment with Digital Infrastructure: Motivations, Current Status and Future Direction. - Attila Egri-Nagy:
|{Math, Philosophy, Programming, Writing}| = 1. - Hadi Daneshmand, Jonas Moritz Kohler, Aurélien Lucchi, Thomas Hofmann:
Escaping Saddles with Stochastic Gradients. - Ahmed Fadhil:
Beyond Patient Monitoring: Conversational Agents Role in Telemedicine & Healthcare Support For Home-Living Elderly Individuals. - Sergey Slavnov:
Noncommutative coherence spaces for full linear logic. - Keerthi Suria Kumar Arumugam, Matthieu R. Bloch:
Covert Communication over a K-User Multiple Access Channel. - Sara Cohen, Aviv Zohar:
Database Perspectives on Blockchains. - Mouhamad Dieye, Shohreh Ahvar, Jagruti Sahoo, Ehsan Ahvar, Roch H. Glitho, Halima Elbiaze, Noël Crespi:
CPVNF: Cost-efficient Proactive VNF Placement and Chaining for Value-Added Services in Content Delivery Networks. - Zhicong Lu, Haijun Xia, Seongkook Heo, Daniel Wigdor:
You Watch, You Give, and You Engage: A Study of Live Streaming Practices in China. - Ali Devran Kara, Serdar Yüksel:
Robustness to Incorrect System Models and Application to Data-Driven Learning in Stochastic Control. - Shafin Rahman, Salman Hameed Khan, Fatih Porikli:
Zero-Shot Object Detection: Learning to Simultaneously Recognize and Localize Novel Concepts. - Shafin Rahman, Salman H. Khan:
Deep Multiple Instance Learning for Zero-shot Image Tagging. - Geoff Pleiss, Jacob R. Gardner, Kilian Q. Weinberger, Andrew Gordon Wilson:
Constant-Time Predictive Distributions for Gaussian Processes. - Di Zhang, Bo Zhang, Zhenyu Zhou, Yunjian Jia, Muhammad Zeeshan Shakir, Shahid Mumtaz, Takuro Sato:
Distributed Cache Enabled V2X Networks: Proposals, Research Trends and Challenging Issues. - Chao-Chun Liang, Yu-Shiang Wong, Yi-Chung Lin, Keh-Yih Su:
A Meaning-based Statistical English Math Word Problem Solver. - Xiaodan Liang, Hongfei Zhou, Eric P. Xing:
Dynamic-structured Semantic Propagation Network. - Bahar Asgari, Saibal Mukhopadhyay, Sudhakar Yalamanchili:
Memory Slices: A Modular Building Block for Scalable, Intelligent Memory Systems. - Zhixin Qi, Hongzhi Wang, Jianzhong Li, Hong Gao:
Impacts of Dirty Data: and Experimental Evaluation. - Tesshu Hanaka, Takehiro Ito, Haruka Mizuta, Benjamin R. Moore, Naomi Nishimura, Vijay Subramanya, Akira Suzuki, Krishna Vaidyanathan:
Reconfiguring spanning and induced subgraphs. - Eun-Young Kang, Li Huang, Dongrui Mu:
Formal Analysis of Non-functional Properties for a Cooperative Automotive System. - Yi Gu:
Renewable Energy Integration in Distribution System - Synchrophasor Sensor based Big Data Analysis, Visualization, and System Operation. - Iljoo Baek, Albert Davies, Geng Yan, Ragunathan Rajkumar:
Real-time Detection, Tracking, and Classification of Moving and Stationary Objects using Multiple Fisheye Images. - Ahmed Abdelkader, Chandrajit L. Bajaj, Mohamed S. Ebeida, Ahmed H. Mahmoud, Scott A. Mitchell, John D. Owens, Ahmad A. Rushdi:
Sampling Conditions for Conforming Voronoi Meshing by the VoroCrust Algorithm. - (Withdrawn) Load Balancing for 5G Ultra-Dense Networks using Device-to-Device Communications.
- Tri Dao, Albert Gu, Alexander J. Ratner, Virginia Smith, Christopher De Sa, Christopher Ré:
A Kernel Theory of Modern Data Augmentation. - Weijie Zhao, Florin Rusu, Bin Dong, Kesheng Wu, Anna Y. Q. Ho, Peter Nugent:
Distributed Caching for Complex Querying of Raw Arrays. - Deng-Ping Fan, Jiang-Jiang Liu, Shanghua Gao, Qibin Hou, Ali Borji, Ming-Ming Cheng:
Salient Objects in Clutter: Bringing Salient Object Detection to the Foreground. - Guangyu Robert Yang, Igor Ganichev, Xiao-Jing Wang, Jonathon Shlens, David Sussillo:
A dataset and architecture for visual reasoning with a working memory. - Fedor V. Fomin, Petr A. Golovach, Fahad Panolan:
Parameterized Low-Rank Binary Matrix Approximation. - Eun-Young Kang, Dongrui Mu, Li Huang, Qianqing Lan:
Model-based Verification and Validation of an Autonomous Vehicle System. - Thach V. Bui, Tetsuya Kojima, Minoru Kuribayashi, Isao Echizen:
Efficient Decoding Schemes for Noisy Non-Adaptive Group Testing when Noise Depends on Number of Items in Test. - (Withdrawn) Varying k-Lipschitz Constraint for Generative Adversarial Networks.
- Yuko Kuroki, Tomomi Matsui:
A constant-ratio approximation algorithm for a class of hub-and-spoke network design problems and metric labeling problems: star metric case. - Mladen Kovacevic:
Runlength-Limited Sequences and Shift-Correcting Codes. - Zhourong Chen, Xiaopeng Li, Nevin L. Zhang:
Learning Sparse Deep Feedforward Networks via Tree Skeleton Expansion. - Jinyong Jeong, Younggun Cho, Young-Sik Shin, Hyun Chul Roh, Ayoung Kim:
Complex Urban LiDAR Data Set. - Kai Wan, Daniela Tuninetti, Pablo Piantanida, Mingyue Ji:
On Combination Networks with Cache-aided Relays and Users. - Roman Kalkreuth:
Towards Advanced Phenotypic Mutations in Cartesian Genetic Programming. - Robert Torfason, Fabian Mentzer, Eirikur Agustsson, Michael Tschannen, Radu Timofte, Luc Van Gool:
Towards Image Understanding from Deep Compression without Decoding. - Zach Bastick:
Digital Limits of Government: The Failure of E-Democracy. - Christof Löding, Christopher Spinrath:
Decision Problems for Subclasses of Rational Relations over Finite and Infinite Words. - Hossein Kashiyani, Shahriar B. Shokouhi:
Patchwise object tracking via structural local sparse appearance model. - Anh Nguyen, Thanh-Toan Do, Ian D. Reid, Darwin G. Caldwell, Nikos G. Tsagarakis:
Object Captioning and Retrieval with Natural Language. - Nancy Agarwal, Syed Zeeshan Hussain:
A closer look on Intrusion Detection System for web applications. - Juraj Kolcák, David Safránek, Stefan Haar, Loïc Paulevé:
Parameter Space Abstraction and Unfolding Semantics of Discrete Regulatory Networks. - Alberto Martín-Martín, Rodrigo Costas, Thed N. van Leeuwen, Emilio Delgado López-Cózar:
Evidence of Open Access of scientific publications in Google Scholar: a large-scale analysis. - Michal Skrzypczak:
Unambiguous languages exhaust the index hierarchy. - Marios Anthimopoulos, Stergios Christodoulidis, Lukas Ebner, Thomas Geiser, Andreas Christe, Stavroula G. Mougiakakou:
Semantic Segmentation of Pathological Lung Tissue with Dilated Fully Convolutional Networks. - Mikolaj Bojanczyk, Laure Daviaud, S. Krishna:
Regular and First Order List Functions. - Naoto Miyoshi:
Downlink coverage probability in cellular networks with Poisson-Poisson cluster deployed base stations. - Ángel Fernández Gambín, Maria Scalabrin, Michele Rossi:
Energy Sustainable Mobile Networks via Energy Routing, Learning and Foresighted Optimization. - Michael Veale, Reuben Binns, Max Van Kleek:
Some HCI Priorities for GDPR-Compliant Machine Learning. - Milosz Pacholczyk, Krzysztof Rzadca:
Fair non-monetary scheduling in federated clouds. - Xinyu Huang, Xinjing Cheng, Qichuan Geng, Binbin Cao, Dingfu Zhou, Peng Wang, Yuanqing Lin, Ruigang Yang:
The ApolloScape Dataset for Autonomous Driving. - Nigel Stephens, Stuart Biles, Matthias Boettcher, Jacob Eapen, Mbou Eyole, Giacomo Gabrielli, Matt Horsnell, Grigorios Magklis, Alejandro Martinez, Nathanaël Prémillieu, Alastair Reid, Alejandro Rico, Paul Walker:
The ARM Scalable Vector Extension. - Xinwei He, Yang Zhou, Zhichao Zhou, Song Bai, Xiang Bai:
Triplet-Center Loss for Multi-View 3D Object Retrieval. - Varun Ravi Kumar, Stefan Milz, Martin Simon, Christian Witt, Karl Amende, Johannes Petzold, Senthil Kumar Yogamani:
Monocular Fisheye Camera Depth Estimation Using Semi-supervised Sparse Velodyne Data. - Martin Simon, Stefan Milz, Karl Amende, Horst-Michael Gross:
Complex-YOLO: Real-time 3D Object Detection on Point Clouds. - Roya Lotfi, Mehdi Ghatee:
Smartphone based Driving Style Classification Using Features Made by Discrete Wavelet Transform. - Sayan Bandyapadhyay, Anil Maheshwari, Saeed Mehrabi, Subhash Suri:
Approximating Dominating Set on Intersection Graphs of L-frames. - Markus Quade, Julien Gout, Markus Abel:
Glyph: Symbolic Regression Tools. - Anas Shatnawi, Hudhaifa Shatnawi, Mohamed Aymen Saied, Zakarea Alshara, Houari A. Sahraoui, Abdelhak Seriai:
Identifying Components from Object-Oriented APIs Based on Dynamic Analysis. - Ke Liu, Xiangyan Sun, Lei Jia, Jun Ma, Haoming Xing, Junqiu Wu, Hua Gao, Yax Sun, Florian Boulnois, Jie Fan:
Chemi-net: a graph convolutional network for accurate drug property prediction. - Philipp Geiger, Justus Winkelmann, Claudius Proissl, Michel Besserve, Bernhard Schölkopf:
Coordination via predictive assistants from a game-theoretic view. - Haeran Cho, Yi Yu:
Link prediction for interdisciplinary collaboration via co-authorship network. - Manuel Carbonell, Mauricio Villegas, Alicia Fornés, Josep Lladós:
Joint Recognition of Handwritten Text and Named Entities with a Neural End-to-end Model. - Diego Marcos, Michele Volpi, Benjamin Kellenberger, Devis Tuia:
Land cover mapping at very high resolution with rotation equivariant CNNs: towards small yet accurate models. - Alexander Spröwitz, Alexandre Tuleu, Mostafa Ajaoolleian, Massimo Vespignani, Rico Moeckel, Peter Eckert, Michiel D'Haene, Jonas Degrave, Arne Nordmann, Benjamin Schrauwen, Jochen J. Steil, Auke Jan Ijspeert:
Oncilla robot: a versatile open-source quadruped research robot with compliant pantograph legs. - Salah Eddine Hajri, Maialen Larrañaga, Mohamad Assaad:
Heterogeneous Doppler Spread-based CSI Estimation Planning for TDD Massive MIMO. - Boris Bukh, Xavier Goaoc, Alfredo Hubard, Matthew Trager:
Consistent sets of lines with no colorful incidence. - Renjie Liao, Marc Brockschmidt, Daniel Tarlow, Alexander L. Gaunt, Raquel Urtasun, Richard S. Zemel:
Graph Partition Neural Networks for Semi-Supervised Classification. - Zhenya Zhang, Ichiro Hasuo, Gidon Ernst, Sean Sedwards:
Two-Layered Falsification of Hybrid Systems guided by Monte Carlo Tree Search. - Yingyu Zhang, Bing Zeng, Yuanzhen Li, Junqing Li:
A mullti- or many- objective evolutionary algorithm with global loop update. - David J. Heeger, Wayne E. Mackey:
ORGaNICs: A Theory of Working Memory in Brains and Machines. - Zheng Chu, Huan Xuan Nguyen, Tuan Anh Le, Mehmet Karamanoglu, Enver Ever, Adnan Yazici:
Secure Wireless Powered and Cooperative Jamming D2D Communications. - Alberto Rodríguez-Natal, Vina Ermagan, Kien Nguyen, Sharon Barkai, Yusheng Ji, Fabio Maino, Albert Cabellos-Aparicio:
SDN for End-Nodes: Scenario Analysis and Architectural Guidelines. - Hengbiao Yu, Zhenbang Chen, Xianjin Fu, Ji Wang, Zhendong Su, Wei Dong, Chun Huang:
Combining Symbolic Execution and Model Checking to Verify MPI Programs. - Ruud Barth, Jochen Hemming, Eldert J. van Henten:
Improved Part Segmentation Performance by Optimising Realism of Synthetic Images using Cycle Generative Adversarial Networks. - Shuo Wang, Zhe Li, Caiwen Ding, Bo Yuan, Yanzhi Wang, Qinru Qiu, Yun Liang:
C-LSTM: Enabling Efficient LSTM using Structured Compression Techniques on FPGAs. - Mark Buckler, Philip Bedoukian, Suren Jayasuriya, Adrian Sampson:
EVA2 : Exploiting Temporal Redundancy in Live Computer Vision. - Nathalie Cauchi, Alessandro Abate:
Benchmarks for cyber-physical systems: A modular model library for building automation systems (Extended version). - A. J. Piergiovanni, Michael S. Ryoo:
Activity Detection with Latent Sub-event Hierarchy Learning. - Florian Bernard, Johan Thunberg, Jorge M. Gonçalves, Christian Theobalt:
Synchronisation of Partial Multi-Matchings via Non-negative Factorisations. - Jérémie Chalopin, Victor Chepoi, Feodor F. Dragan, Guillaume Ducoffe, Abdulhakeem Mohammed, Yann Vaxès:
Fast approximation and exact computation of negative curvature parameters of graphs. - Diego Marcos, Devis Tuia, Benjamin Kellenberger, Lisa Zhang, Min Bai, Renjie Liao, Raquel Urtasun:
Learning deep structured active contours end-to-end. - Celestine Dünner, Thomas P. Parnell, Dimitrios Sarigiannis, Nikolas Ioannou, Andreea Anghel, Haralampos Pozidis:
Snap ML: A Hierarchical Framework for Machine Learning. - Renjiao Yi, Chenyang Zhu, Ping Tan, Stephen Lin:
Faces as Lighting Probes via Unsupervised Deep Highlight Extraction. - Diego Didona, Rachid Guerraoui, Jingjing Wang, Willy Zwaenepoel:
Distributed Transactions: Dissecting the Nightmare. - Youngbin Kim, Jimmy Lin:
Serverless Data Analytics with Flint. - Tales Imbiriba, Ricardo Augusto Borsoi, José Carlos Moreira Bermudez:
A Low-rank Tensor Regularization Strategy for Hyperspectral Unmixing. - Harini Kannan, Alexey Kurakin, Ian J. Goodfellow:
Adversarial Logit Pairing. - Karl Tuyls, Julien Pérolat, Marc Lanctot, Joel Z. Leibo, Thore Graepel:
A Generalised Method for Empirical Game Theoretic Analysis. - Yanbing Mao, Sadegh Bolouki, Emrah Akyol:
Spread of Information with Confirmation Bias in Cyber-Social Networks. - Yanjie Dong, Md. Zoheb Hassan, Julian Cheng, Md. Jahangir Hossain, Victor C. M. Leung:
An Edge Computing Empowered Radio Access Network With UAV-Mounted FSO Fronthaul and Backhaul: Key Challenges and Approaches. - Sima Siami-Namini, Akbar Siami Namin:
Forecasting Economics and Financial Time Series: ARIMA vs. LSTM. - Marina Sokolova, Victoria Bobicev:
Corpus Statistics in Text Classification of Online Data. - Renjie Liao, Yuwen Xiong, Ethan Fetaya, Lisa Zhang, KiJung Yoon, Xaq Pitkow, Raquel Urtasun, Richard S. Zemel:
Reviving and Improving Recurrent Back-Propagation. - Bernhard Kratzwald, Suzana Ilic, Mathias Kraus, Stefan Feuerriegel, Helmut Prendinger:
Decision support with text-based emotion recognition: Deep learning for affective computing. - Oliver Limoyo, Trevor Ablett, Filip Maric, Luke Volpatti, Jonathan Kelly:
Self-Calibration of Mobile Manipulator Kinematic and Sensor Extrinsic Parameters Through Contact-Based Interaction. - Calvin Murdock, Ming-Fang Chang, Simon Lucey:
Deep Component Analysis via Alternating Direction Neural Networks. - Tal Remez, Jonathan Huang, Matthew Brown:
Learning to Segment via Cut-and-Paste. - Rachel Cummings, Sara Krehbiel, Kevin A. Lai, Uthaipon Tantipongpipat:
Differential Privacy for Growing Databases. - Homa Esfahanizadeh, Ahmed H. Hareedy, Ruiyi Wu, Rick Galbraith, Lara Dolecek:
Coding for Channels with SNR Variation: Spatial Coupling and Efficient Interleaving. - Andrew Nystrom, John Hughes:
Leveraging Sparsity to Speed Up Polynomial Feature Expansions of CSR Matrices Using K-Simplex Numbers. - Othar Hansson, Andrew Mayer, Marco Valtorta:
A New Result on the Complexity of Heuristic Estimates for the A* Algorithm. - Hanlin Tang, Ce Zhang, Shaoduo Gan, Tong Zhang, Ji Liu:
Decentralization Meets Quantization. - Leopoldo E. Bertossi, Georg Gottlob, Reinhard Pichler:
Datalog: Bag Semantics via Set Semantics. - Ching-Lun Tai, Borching Su, Cai Jia:
Frequency-Domain Decoupling for MIMO-GFDM Spatial Multiplexing. - Sathya N. Ravi, Tuan Dinh, Vishnu Sai Rao Lokhande, Vikas Singh:
Constrained Deep Learning using Conditional Gradient and Applications in Computer Vision. - Marjan Hosseinia, Arjun Mukherjee:
Experiments with Neural Networks for Small and Large Scale Authorship Verification. - Yen-Chang Hsu, Zheng Xu, Zsolt Kira, Jiawei Huang:
Learning to Cluster for Proposal-Free Instance Segmentation. - Wen Shen, Rohan Achar, Cristina V. Lopes:
Toward Understanding the Impact of User Participation in Autonomous Ridesharing Systems. - Rajat Talak, Sertac Karaman, Eytan H. Modiano:
Optimizing Information Freshness in Wireless Networks under General Interference Constraints. - Rajat Talak, Sertac Karaman, Eytan H. Modiano:
Distributed Scheduling Algorithms for Optimizing Information Freshness in Wireless Networks. - Rajat Talak, Sertac Karaman, Eytan H. Modiano:
Optimizing Age of Information in Wireless Networks with Perfect Channel State Information. - Santhosh Kelathodi Kumaran, Debi Prosad Dogra, Partha Pratim Roy:
Queuing Theory Guided Intelligent Traffic Scheduling through Video Analysis using Dirichlet Process Mixture Model. - Matthias Weber:
An extended type system with lambda-typed lambda-expressions (extended version). - Hongmin Li, Luping Shi:
Robust event-stream pattern tracking based on correlative filter. - Bin Wang, Yanan Sun, Bing Xue, Mengjie Zhang:
Evolving Deep Convolutional Neural Networks by Variable-length Particle Swarm Optimization for Image Classification. - Florian Kammüller:
Attack Trees in Isabelle - CTL semantics, correctness and completeness. - Qi Zhang, Jiang Zhu, Peter Gerstoft, Mihai-Alin Badiu, Zhiwei Xu:
Variational Bayesian Inference of Line Spectral Estimation with Multiple Measurement Vectors. - Joseph Corneli, Ursula Martin, Dave Murray-Rust, Gabriela Rino Nesin, Alison Pease:
Argumentation theory for mathematical argument. - Giuseppe Destefanis, Marco Ortu, Steve Counsell, Stephen Swift, Roberto Tonelli, Michele Marchesi:
Analysing Developers Affectiveness through Markov chain Models. - Guanbin Li, Yuan Xie, Liang Lin:
Weakly Supervised Salient Object Detection Using Image Labels. - Syed Ashar Javed, Shreyas Saxena, Vineet Gandhi:
Learning Unsupervised Visual Grounding Through Semantic Self-Supervision. - Krishnam Gupta, Syed Ashar Javed, Vineet Gandhi, K. Madhava Krishna:
MergeNet: A Deep Net Architecture for Small Obstacle Discovery. - Chengyu Zhang, Ting Su, Yichen Yan, Ke Wu, Geguang Pu:
Towards Efficient Data-flow Test Data Generation Using KLEE. - Alberto Calderone, Gianni Cesareni:
Analysis of Triplet Motifs in Biological Signed Oriented Graphs Suggests a Relationship Between Fine Topology and Function. - Sitan Chen, Ankur Moitra:
Learning Mixtures of Product Distributions via Higher Multilinear Moments. - Wei Hu, Yangyu Huang, Fan Zhang, Ruirui Li, Wei Li, Guodong Yuan:
SeqFace: Make full use of sequence information for face recognition. - Nicole Novielli, Daniela Girardi, Filippo Lanubile:
A Benchmark Study on Sentiment Analysis for Software Engineering Research. - Deepjyoti Deka, Michael Chertkov, Scott Backhaus:
Topology Estimation using Graphical Models in Multi-Phase Power Distribution Grids. - Antoine Waret, Megumi Kaneko, Alexandre Guitton, Nancy El Rachkidy:
LoRa Throughput Analysis with Imperfect Spreading Factor Orthogonality. - Sudha Rao, Joel R. Tetreault:
Dear Sir or Madam, May I introduce the YAFC Corpus: Corpus, Benchmarks and Metrics for Formality Style Transfer. - Claudio M. Qureshi, Daniel Panario:
The Graph Structure of Chebyshev Polynomials over Finite Fields and Applications. - Yongfeng Zhang, Qingyao Ai, Xu Chen, Pengfei Wang:
Learning over Knowledge-Base Embeddings for Recommendation. - Mahaman Sani Chaibou, Pierre-Henri Conze, Karim Kalti, Basel Solaiman, Mohamed Ali Mahjoub:
Adaptive strategy for superpixel-based region-growing image segmentation. - Yuhang Wu, Le Anh Vu Ha, Xiang Xu, Ioannis A. Kakadiaris:
Convolutional Point-set Representation: A Convolutional Bridge Between a Densely Annotated Image and 3D Face Alignment. - Zhe Yu, Christopher Theisen, Hyunwoo Sohn, Laurie A. Williams, Tim Menzies:
Cost-aware Vulnerability Prediction: the HARMLESS Approach. - Guido Martínez, Danel Ahman, Victor Dumitrescu, Nick Giannarakis, Chris Hawblitzel, Catalin Hritcu, Monal Narasimhamurthy, Zoe Paraskevopoulou, Clément Pit-Claudel, Jonathan Protzenko, Tahina Ramananandro, Aseem Rastogi, Nikhil Swamy:
Meta-F*: Metaprogramming and Tactics in an Effectful Program Verifier. - Pan Wei, John E. Ball, Derek T. Anderson:
Fusion of an Ensemble of Augmented Image Detectors for Robust Object Detection. - Sumit Bhatia, Purusharth Dwivedi, Avneet Kaur:
Tell Me Why Is It So? Explaining Knowledge Graph Relationships by Finding Descriptive Support Passages. - Nabeel Younis, Muhammad Anas Imtiaz, David Starobinski, Ari Trachtenberg:
Improving Bitcoin's Resilience to Churn. - Chen Yu, Bojan Karlas, Jie Zhong, Ce Zhang, Ji Liu:
Multi-device, Multi-tenant Model Selection with GP-EI. - Spyridon Samothrakis:
Viewpoint: Artificial Intelligence and Labour. - Krishnamurthy Dvijotham, Robert Stanforth, Sven Gowal, Timothy A. Mann, Pushmeet Kohli:
A Dual Approach to Scalable Verification of Deep Networks. - Meng-Hsi Chen, Ben Liang, Min Dong:
Multi-user Multi-task Offloading and Resource Allocation in Mobile Cloud Systems. - Mohamad Baydoun, Mahdyar Ravanbakhsh, Damian Campo, Pablo Marin, David Martín, Lucio Marcenaro, Andrea Cavallaro, Carlo S. Regazzoni:
A Multi-perspective Approach To Anomaly Detection For Self-aware Embodied Agents. - Wenhu Chen, Wenhan Xiong, Xifeng Yan, William Yang Wang:
Variational Knowledge Graph Reasoning. - Jiong Zhang, Yibo Lin, Zhao Song, Inderjit S. Dhillon:
Learning Long Term Dependencies via Fourier Recurrent Units. - Christopher Tosh, Sanjoy Dasgupta:
Structural query-by-committee. - Mahmoud Masadeh, Osman Hasan, Sofiène Tahar:
Comparative Study of Approximate Multipliers. - Reza Sadeghi, Tanvi Banerjee, William L. Romine:
Early Hospital Mortality Prediction using Vital Signals. - Yu Sun, Zhihao Xia, Ulugbek S. Kamilov:
Efficient and accurate inversion of multiple scattering with deep learning. - Nathan Franklin Saraiva de Sousa, Danny Alex Lachos Perez, Raphael Vicente Rosa, Mateus A. S. Santos, Christian Esteve Rothenberg:
Network Service Orchestration: A Survey. - Tao Hu, Honggang Qi, Jizheng Xu, Qingming Huang:
Facial Landmarks Detection by Self-Iterative Regression based Landmarks-Attention Network. - Weijun Fang, Fang-Wei Fu:
Two new classes of quantum MDS codes. - Ke Ren, Haichuan Yang, Yu Zhao, Mingshan Xue, Hongyu Miao, Shuai Huang, Ji Liu:
A Robust AUC Maximization Framework with Simultaneous Outlier Detection and Feature Selection for Positive-Unlabeled Classification. - Moslem Forouzesh, Paeiz Azmi, Nader Mokari, Kai-Kit Wong:
Covert Communications Versus Physical Layer Security. - Santhosh Kelathodi Kumaran, Debi Prosad Dogra, Partha Pratim Roy, Bidyut Baran Chaudhuri:
Dynamic Trajectory Model for Analysis of Traffic States using DPMM. - Ewan Wright, Qiang Hao, Khaled Rasheed, Yan Liu:
Feature Selection and Classification of Post-Graduation Income of College Students in the United States. - Jan Gray, Aaron Smith:
Towards an Area-Efficient Implementation of a High ILP EDGE Soft Processor. - Gus Xia, Carter Jacobsen, Qianwen Chen, Xingdong Yang, Roger B. Dannenberg:
ShIFT: A Semi-haptic Interface for Flute Tutoring. - Juanying Xie, Qi Hou, Yinghuan Shi, Lv Peng, Liping Jing, Fuzhen Zhuang, Junping Zhang, Xiaoyang Tang, Shengquan Xu:
The Automatic Identification of Butterfly Species. - Yuta Hiasa, Yoshito Otake, Masaki Takao, Takumi Matsuoka, Kazuma Takashima, Jerry L. Prince, Nobuhiko Sugano, Yoshinobu Sato:
Cross-modality image synthesis from unpaired data using CycleGAN: Effects of gradient consistency loss and training data size. - Lior Shabtay, Rami Yaari, Itai Dattner:
A Guided FP-growth algorithm for fast mining of frequent itemsets from big data. - Jiahao Pang, Wenxiu Sun, Chengxi Yang, Jimmy S. J. Ren, Ruichao Xiao, Jin Zeng, Liang Lin:
Zoom and Learn: Generalizing Deep Stereo Matching to Novel Domains. - Alon Talmor, Jonathan Berant:
The Web as a Knowledge-base for Answering Complex Questions. - Haris Aziz, Jérôme Lang, Jérôme Monnot:
Computing and Testing Pareto Optimal Committees. - Jinning Li, Siqi Liu, Mengyao Cao:
Line Artist: A Multiple Style Sketch to Painting Synthesis Scheme. - Taichi Uemura:
Cubical Assemblies and Independence of the Propositional Resizing Axiom. - Yifang Xu, Jing Chen, Tianli Liao:
Ratio-Preserving Half-Cylindrical Warps for Natural Image Stitching. - Can Pu, Runzi Song, Nanbo Li, Robert B. Fisher:
Sdf-GAN: Semi-supervised Depth Fusion with Multi-scale Adversarial Networks. - Yasuhito Asano, Soichiro Hidaka, Zhenjiang Hu, Yasunori Ishihara, Hiroyuki Kato, Hsiang-Shang Ko, Keisuke Nakano, Makoto Onizuka, Yuya Sasaki, Toshiyuki Shimizu, Kanae Tsushima, Masatoshi Yoshikawa:
A View-based Programmable Architecture for Controlling and Integrating Decentralized Data. - Jordan Henkel, Shuvendu K. Lahiri, Ben Liblit, Thomas W. Reps:
Code Vectors: Understanding Programs Through Embedded Abstracted Symbolic Traces. - Darrell Hoy, Sam Taggart, Zihe Wang:
An Improved Welfare Guarantee for First Price Auctions. - Felix Beierle, Vinh Thuy Tran, Mathias Allemand, Patrick Neff, Winfried Schlee, Thomas Probst, Rüdiger Pryss, Johannes Zimmermann:
TYDR - Track Your Daily Routine. Android App for Tracking Smartphone Sensor and Usage Data. - Stefano Maranò, Ali H. Sayed:
Detection under One-Bit Messaging over Adaptive Networks. - Alexander Korotin, Vladimir V'yugin, Evgeny Burnaev:
Aggregating Strategies for Long-term Forecasting. - Yan Li, Junge Zhang, Jianguo Zhang, Kaiqi Huang:
Discriminative Learning of Latent Features for Zero-Shot Recognition. - Ke Ma, P. R. Kumar:
The Strategic LQG System: A Dynamic Stochastic VCG Framework for Optimal Coordination. - Keith Paarporn, Ceyhun Eksin, Joshua S. Weitz, Yorai Wardi:
Optimal control policies for evolutionary dynamics with environmental feedback. - Purushotham Kamath, Abhishek Singh, Debo Dutta:
Neural Architecture Construction using EnvelopeNets. - Braja Gopal Patra, Dipankar Das, Amitava Das:
Sentiment Analysis of Code-Mixed Indian Languages: An Overview of SAIL_Code-Mixed Shared Task @ICON-2017. - Fabian Steiner, Francesco Da Ros, Metodi Plamenov Yankov, Georg Böcherer, Patrick Schulte, Søren Forchhammer, Gerhard Kramer:
Experimental Verification of Rate Flexibility and Probabilistic Shaping by 4D Signaling. - Bartek Klin, Mateusz Lelyk:
Scalar and Vectorial mu-calculus with Atoms. - Roohollah Amiri, Hani Mehrpouyan, Lex Fridman, Ranjan K. Mallik, Arumugam Nallanathan, David Matolak:
A Machine Learning Approach for Power Allocation in HetNets Considering QoS. - Majd Latah, Levent Toker:
Towards an Efficient Anomaly-Based Intrusion Detection for Software-Defined Networks. - Zhilei Ren, He Jiang, Jifeng Xuan, Zijiang Yang:
Automated Localization for Unreproducible Builds. - Peng Gao, Binghui Wang, Neil Zhenqiang Gong, Sanjeev R. Kulkarni, Kurt Thomas, Prateek Mittal:
SybilFuse: Combining Local Attributes with Global Structure to Perform Robust Sybil Detection. - Tuomas Haarnoja, Vitchyr Pong, Aurick Zhou, Murtaza Dalal, Pieter Abbeel, Sergey Levine:
Composable Deep Reinforcement Learning for Robotic Manipulation. - Dakai Jin, Ziyue Xu, Adam P. Harrison, Daniel J. Mollura:
White matter hyperintensity segmentation from T1 and FLAIR images using fully convolutional neural networks enhanced with residual connections. - Xuequan Lu, Scott Schaefer, Jun Luo, Lizhuang Ma, Ying He:
Low Rank Matrix Approximation for Geometry Filtering. - Fausto Milletari:
TOMAAT: volumetric medical image analysis as a cloud service. - Lan V. Truong, Vincent Y. F. Tan:
The Optimal Compression Rate of Variable-to-Fixed Length Source Coding with a Non-Vanishing Excess-Distortion Probability. - Weiyue Wang, Ulrich Neumann:
Depth-aware CNN for RGB-D Segmentation. - Xinyuan Zhang, Xin Yuan, Lawrence Carin:
Nonlocal Low-Rank Tensor Factor Analysis for Image Restoration. - Vijay Kamble:
On Optimal Pricing of Services in On-demand Labor Platforms. - Xinyuan Chen, Chang Xu, Xiaokang Yang, Dacheng Tao:
Attention-GAN for Object Transfiguration in Wild Images. - Bowen Cheng, Yunchao Wei, Honghui Shi, Rogério Schmidt Feris, Jinjun Xiong, Thomas S. Huang:
Revisiting RCNN: On Awakening the Classification Power of Faster RCNN. - Joshua A. Grochow, Jamie Tucker-Foltz:
Computational topology and the Unique Games Conjecture. - Qianyi Wu, Juyong Zhang, Yu-Kun Lai, Jianmin Zheng, Jianfei Cai:
Alive Caricature from 2D to 3D. - Qingming Tang, Weiran Wang, Karen Livescu:
Acoustic feature learning using cross-domain articulatory measurements. - Behzad Asadi, Lawrence Ong, Sarah J. Johnson:
Centralized Caching with Unequal Cache Sizes. - Natsuki Urabe, Ichiro Hasuo:
Categorical Buechi and Parity Conditions via Alternating Fixed Points of Functors. - Srikrishna Varadarajan, Muktabh Mayank Srivastava:
Weakly Supervised Object Localization on grocery shelves using simple FCN and Synthetic Dataset. - Sachin Mehta, Mohammad Rastegari, Anat Caspi, Linda G. Shapiro, Hannaneh Hajishirzi:
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation. - Katsuhisa Yamanaka, Takashi Horiyama, J. Mark Keil, David G. Kirkpatrick, Yota Otachi, Toshiki Saitoh, Ryuhei Uehara, Yushi Uno:
Swapping Colored Tokens on Graphs. - Majd Latah, Levent Toker:
Artificial Intelligence Enabled Software Defined Networking: A Comprehensive Overview. - Barkha Javed, Zaheer Abbas Khan, Richard McClatchey:
Using a Model-driven Approach in Building a Provenance Framework for Tracking Policy-making Processes in Smart Cities. - Shuqi Dai, Zheng Zhang, Gus Xia:
Music Style Transfer Issues: A Position Paper. - Nasser Aloufi:
Production Line Technique for Autonomous Vehicle Scheduling. - Pawel Wozny:
Linear-time geometric algorithm for evaluating Bézier curves. - Syeda ZarAfshan Goher, Peter Bloodsworth, Raihan Ur Rasool, Richard McClatchey:
Cloud Provider Capacity Augmentation Through Automated Resource Bartering. - Barkha Javed, Zaheer Abbas Khan, Richard McClatchey:
An Adaptable System to Support Provenance Management for the Public Policy-Making Process in Smart Cities. - Sebastian Meiling, Dorothea Purnomo, Julia-Ann Shiraishi, Michael Fischer, Thomas C. Schmidt:
MONICA in Hamburg: Towards Large-Scale IoT Deployments in a Smart City. - Martin Grohe, Daniel Neuen, Pascal Schweitzer, Daniel Wiebking:
An improved isomorphism test for bounded-tree-width graphs. - Khawar Hasham, Kamran Munir, Richard McClatchey:
Cloud Infrastructure Provenance Collection and Management to Reproduce Scientific Workflow Execution. - Ali R. Haqiqatnejad, Farbod Kayhan, Björn E. Ottersten:
Symbol-Level Precoding Design for Max-Min SINR in Multiuser MISO Broadcast Channels. - Anatoliy Zabrovskiy, Christian Feldmann, Christian Timmerer:
Multi-Codec DASH Dataset. - Arijit Bishnu, Arijit Ghosh, Gopinath Mishra, Sandeep Sen:
On the streaming complexity of fundamental geometric problems. - Dusan Knop, Tomás Masarík, Tomás Toufar:
Parameterized complexity of fair deletion problems II. - Yaniv Shachor, Hayit Greenspan, Jacob Goldberger:
A Mixture of Views Network with Applications to the Classification of Breast Microcalcifications. - Seyed Majid Azimi, Peter Fischer, Marco Körner, Peter Reinartz:
Aerial LaneNet: Lane Marking Semantic Segmentation in Aerial Imagery using Wavelet-Enhanced Cost-sensitive Symmetric Fully Convolutional Neural Networks. - Hongyu Zhu, Mohamed Akrout, Bojian Zheng, Andrew Pelegris, Amar Phanishayee, Bianca Schroeder, Gennady Pekhimenko:
TBD: Benchmarking and Analyzing Deep Neural Network Training. - Victor Milenkovic, Elisha Sacks, Nabeel Butt:
Table Based Detection of Degenerate Predicates in Free Space Construction. - Sheng Jin:
Unsupervised Semantic Deep Hashing. - Anirban Nag, Ali Shafiee, Rajeev Balasubramonian, Vivek Srikumar, Naveen Muralimanohar:
Newton: Gravitating Towards the Physical Limits of Crossbar Acceleration. - Soumya Kundu, Karanjit Kalsi, Scott Backhaus:
Approximating Flexibility in Distributed Energy Resources: A Geometric Approach. - Gabor Kecskemeti, Zsolt Németh, Attila Kertész, Rajiv Ranjan:
Cloud Workload Prediction based on Workflow Execution Time Discrepancies. - Edwin Tye, Thomas Finnie, Ian Hall, Steve Leach:
PyGOM - A Python Package for Simplifying Modelling with Systems of Ordinary Differential Equations. - Feng Liu, Tao Xiang, Timothy M. Hospedales, Wankou Yang, Changyin Sun:
Inverse Visual Question Answering: A New Benchmark and VQA Diagnosis Tool. - Silvia L. Pintea, Jan C. van Gemert, Arnold W. M. Smeulders:
Deja Vu: Motion Prediction in Static Images. - Silvia L. Pintea, Jan C. van Gemert, Arnold W. M. Smeulders:
Asymmetric kernel in Gaussian Processes for learning target variance. - Alexandra Ferreron, Jesús Alastruey-Benedé, Darío Suárez Gracia, Ulya R. Karpuzcu:
AISC: Approximate Instruction Set Computer. - Rachata Ausavarungnirun:
Techniques for Shared Resource Management in Systems with Throughput Processors. - Joachim Breitner, Antal Spector-Zabusky, Yao Li, Christine Rizkallah, John Wiegley, Stephanie Weirich:
Ready, Set, Verify! Applying hs-to-coq to real-world Haskell code. - Silvia L. Pintea, Pascal S. M. Mettes, Jan C. van Gemert, Arnold W. M. Smeulders:
Featureless: Bypassing feature extraction in action categorization. - Kyle Richardson, Jonathan Berant, Jonas Kuhn:
Polyglot Semantic Parsing in APIs. - Lorenzo Posani:
The environmental footprint of a distributed cloud storage. - Octavian Suciu, Radu Marginean, Yigitcan Kaya, Hal Daumé III, Tudor Dumitras:
When Does Machine Learning FAIL? Generalized Transferability for Evasion and Poisoning Attacks. - Siddharth Gupta, Adrian Kosowski, Laurent Viennot:
Exact Distance Oracles Using Hopsets. - Cihang Xie, Zhishuai Zhang, Jianyu Wang, Yuyin Zhou, Zhou Ren, Alan L. Yuille:
Improving Transferability of Adversarial Examples with Input Diversity. - Narayanan Rengaswamy, A. Robert Calderbank, Swanand Kadhe, Henry D. Pfister:
Synthesis of Logical Clifford Operators via Symplectic Geometry. - Harald Unterweger, Jens Kirchner, Wayan Wicke, Arman Ahmadzadeh, Doaa Ahmed, Vahid Jamali, Christoph Alexiou, Georg Fischer, Robert Schober:
Experimental Molecular Communication Testbed Based on Magnetic Nanoparticles in Duct Flow. - Stefan Schneider, Arnab Sharma, Holger Karl, Heike Wehrheim:
Specifying and Analyzing Virtual Network Services Using Queuing Petri Nets. - Fabio Giust, Vincenzo Sciancalepore, Dario Sabella, Miltiades C. Filippou, Simone Mangiante, Walter Featherstone, Daniele Munaretto:
Multi-access Edge Computing: The driver behind the wheel of 5G-connected cars. - Cezary Ziólkowski, Jan M. Kelner:
Radio bearing of sources with directional antennas in urban environment. - Ali Canberk Anar, Erkan Bostanci, Mehmet Serdar Güzel:
Live Target Detection with Deep Learning Neural Network and Unmanned Aerial Vehicle on Android Mobile Device. - Louis Viot, Laurent Saas, Florian De Vuyst:
Solving coupled problems of lumped parameter models in a platform for severe accidents in nuclear reactors. - Mihály Héder:
A black market for upvotes and likes. - Agisilaos Chartsias, Thomas Joyce, Giorgos Papanastasiou, Scott Semple, Michelle C. Williams, David E. Newby, Rohan Dharmakumar, Sotirios A. Tsaftaris:
Factorised spatial representation learning: application in semi-supervised myocardial segmentation. - Éric Colin de Verdière, Thomas Magnard, Bojan Mohar:
Embedding graphs into two-dimensional simplicial complexes. - Mesut Atasoyu, Mustafa Altun, Serdar Özoguz:
High Speed and Low Power Sensing Schemes for STT-MRAM with IPMTJs. - Noah Weber, Leena Shekhar, Niranjan Balasubramanian, Kyunghyun Cho:
Controlling Decoding for More Abstractive Summaries with Copy-Based Networks. - Hsiao-Lan Chiang, Wolfgang Rave, Gerhard P. Fettweis:
Time-Domain Multi-Beam Selection and Its Performance Improvement for mmWave Systems. - Horia Mania, Aurelia Guy, Benjamin Recht:
Simple random search provides a competitive approach to reinforcement learning. - Jiayuan Gu, Han Hu, Liwei Wang, Yichen Wei, Jifeng Dai:
Learning Region Features for Object Detection. - A. Rupam Mahmood, Dmytro Korenkevych, Brent J. Komer, James Bergstra:
Setting up a Reinforcement Learning Task with a Real-World Robot. - Hanlin Tang, Xiangru Lian, Ming Yan, Ce Zhang, Ji Liu:
D2: Decentralized Training over Decentralized Data. - Nikolai Dokuchaev:
On recovery of sequences from subsequences: the case of non-periodic spectrum gaps. - Ryo Ashida, Kotaro Nakagawa:
O͂(n1/3)-Space Algorithm for the Grid Graph Reachability Problem. - Jiawei Chen, Janusz Konrad, Prakash Ishwar:
VGAN-Based Image Representation Learning for Privacy-Preserving Facial Expression Recognition. - Pengkai Zhu, Hanxiao Wang, Tolga Bolukbasi, Venkatesh Saligrama:
Zero-Shot Detection. - Lucie-Aimée Kaffee, Hady ElSahar, Pavlos Vougiouklis, Christophe Gravier, Frédérique Laforest, Jonathon S. Hare, Elena Simperl:
Learning to Generate Wikipedia Summaries for Underserved Languages from Wikidata. - Bruno Clerckx, Rui Zhang, Robert Schober, Derrick Wing Kwan Ng, Dong In Kim, H. Vincent Poor:
Fundamentals of Wireless Information and Power Transfer: From RF Energy Harvester Models to Signal and System Designs. - Jeng-Hau Lin, Yunfan Yang, Rajesh K. Gupta, Zhuowen Tu:
Local Binary Pattern Networks. - Tim Landgraf, David Bierbach, Andreas Kirbach, Rachel Cusing, Michael Oertel, Konstantin Lehmann, Uwe Greggers, Randolf Menzel, Raúl Rojas:
Dancing Honey bee Robot Elicits Dance-Following and Recruits Foragers. - Joachim Breitner:
Beyond correct and fast: Inspection Testing. - Niels Justesen, Sebastian Risi:
Automated Curriculum Learning by Rewarding Temporally Rare Events. - Sidi Lu, Yaoming Zhu, Weinan Zhang, Jun Wang, Yong Yu:
Neural Text Generation: Past, Present and Beyond. - Rick Dale, Nicholas D. Duran, Moreno I. Coco:
Dynamic Natural Language Processing with Recurrence Quantification Analysis. - Marta R. Costa-jussà, Noe Casas, Maite Melero:
English-Catalan Neural Machine Translation in the Biomedical Domain through the cascade approach. - Brandon RichardWebster, So Yon Kwon, Christopher Clarizio, Samuel E. Anthony, Walter J. Scheirer:
Visual Psychophysics for Making Face Recognition Algorithms More Explainable. - Gunnar Ellingsen, Eric Monteiro:
Mechanisms for producing a working knowledge: Enacting, orchestrating and organizing. - Kaarthik Sundar, Anatoly Zlotnik:
State and Parameter Estimation for Natural Gas Pipeline Networks using Transient State Data. - Elena Parmiggiani, Eric Monteiro:
The nested materiality of environmental monitoring. - Edmond Awad, Sydney Levine, Max Kleiman-Weiner, Sohan Dsouza, Joshua B. Tenenbaum, Azim Shariff, Jean-François Bonnefon, Iyad Rahwan:
Blaming humans in autonomous vehicle accidents: Shared responsibility across levels of automation. - Jinliang Zang, Le Wang, Ziyi Liu, Qilin Zhang, Zhenxing Niu, Gang Hua, Nanning Zheng:
Attention-based Temporal Weighted Convolutional Neural Network for Action Recognition. - Abraham P. Vinod, Baisravan HomChaudhuri, Meeko M. K. Oishi:
Probabilistic Occupancy Function and Sets Using Forward Stochastic Reachability for Rigid-Body Dynamic Obstacles. - Timothy M. Chan:
Tree Drawings Revisited. - Luca Calatroni, Marie d'Autume, Rob Hocking, Stella Panayotova, Simone Parisotto, Paola Ricciardi, Carola-Bibiane Schönlieb:
Unveiling the invisible - mathematical methods for restoring and interpreting illuminated manuscripts. - Tolga Birdal, Benjamin Busam, Nassir Navab, Slobodan Ilic, Peter F. Sturm:
A Minimalist Approach to Type-Agnostic Detection of Quadrics in Point Clouds. - Raunak Dey, Zhongjie Lu, Yi Hong:
Diagnostic Classification Of Lung Nodules Using 3D Neural Networks. - Ali Dasdan:
Eleven Simple Algorithms to Compute Fibonacci Numbers. - Hamid Khodabandehlou, Mohammad Sami Fadali:
Training Recurrent Neural Networks as a Constraint Satisfaction Problem. - WenQian Liu, Abhishek Sharma, Octavia I. Camps, Mario Sznaier:
DYAN: A Dynamical Atoms Network for Video Prediction. - Felix Stahlberg, Danielle Saunders, Gonzalo Iglesias, Bill Byrne:
Why not be Versatile? Applications of the SGNMT Decoder for Machine Translation. - Sharath Raghvendra:
Optimal Analysis of an Online Algorithm for the Bipartite Matching Problem on a Line. - Hien Thi Thu Truong, Juhani Toivonen, Thien Duc Nguyen, Sasu Tarkoma, N. Asokan:
Proximity Verification Based on Acoustic Room Impulse Response. - Baoyuan Wang, Noranart Vesdapunt, Utkarsh Sinha, Lei Zhang:
Real-time Burst Photo Selection Using a Light-Head Adversarial Network. - Ximeng Sun, Ryan Szeto, Jason J. Corso:
A Temporally-Aware Interpolation Network for Video Frame Inpainting. - Frank Nielsen, Gaëtan Hadjeres:
Monte Carlo Information Geometry: The dually flat case. - Jinshi Yu, Guoxu Zhou, Andrzej Cichocki, Shengli Xie:
Learning the Hierarchical Parts of Objects by Deep Non-Smooth Nonnegative Matrix Factorization. - Mohammed E. Fathy, Quoc-Huy Tran, M. Zeeshan Zia, Paul Vernaza, Manmohan Chandraker:
Hierarchical Metric Learning and Matching for 2D and 3D Geometric Correspondences. - Ziv Epstein, Blakeley H. Payne, Judy Hanwen Shen, Abhimanyu Dubey, Bjarke Felbo, Matthew Groh, Nick Obradovich, Manuel Cebrián, Iyad Rahwan:
Closing the AI Knowledge Gap. - Teng Zhang, Johanna Carvajal, Daniel F. Smith, Kun Zhao, Arnold Wiliem, Peter Hobson, Anthony Jennings, Brian C. Lovell:
SlideNet: Fast and Accurate Slide Quality Assessment Based on Deep Neural Networks. - Kang Cheng, Yinglei Teng, Weiqi Sun, An Liu, Xianbin Wang:
Energy-Efficient Joint Offloading and Wireless Resource Allocation Strategy in Multi-MEC Server Systems. - Justin Gottschlich, Armando Solar-Lezama, Nesime Tatbul, Michael Carbin, Martin C. Rinard, Regina Barzilay, Saman P. Amarasinghe, Joshua B. Tenenbaum, Tim Mattson:
The Three Pillars of Machine-Based Programming. - Cathy Wu, Aravind Rajeswaran, Yan Duan, Vikash Kumar, Alexandre M. Bayen, Sham M. Kakade, Igor Mordatch, Pieter Abbeel:
Variance Reduction for Policy Gradient with Action-Dependent Factorized Baselines. - Huy Xuan Pham, Hung Manh La, David Feil-Seifer, Luan Van Nguyen:
Cooperative and Distributed Reinforcement Learning of Drones for Field Coverage. - Jin Zeng, Gene Cheung, Michael Ng, Jiahao Pang, Cheng Yang:
3D Point Cloud Denoising using Graph Laplacian Regularization of a Low Dimensional Manifold Model. - Lu Xu, Jinhai Xiang, Xiaohui Yuan:
Transferring Rich Deep Features for Facial Beauty Prediction. - Maddalena D'Anna, Alfredo Petrosino:
An Analysis of Frequent Patterns in the World Trade Web. - Tianyu Yang, Antoni B. Chan:
Learning Dynamic Memory Networks for Object Tracking. - Matteo Negri, Marco Turchi, Rajen Chatterjee, Nicola Bertoldi:
eSCAPE: a Large-scale Synthetic Corpus for Automatic Post-Editing. - (Withdrawn) Text Detection and Recognition in images: A survey.
- (Withdrawn) Face Recognition Techniques: A Survey.
- Fabian Groh, Patrick Wieschollek, Hendrik P. A. Lensch:
Flex-Convolution (Deep Learning Beyond Grid-Worlds). - Mika V. Mäntylä, Fabio Calefato, Maëlick Claes:
Natural Language or Not (NLoN) - A Package for Software Engineering Text Analysis Pipeline. - Jianming Lv, Weihang Chen, Qing Li, Can Yang:
Unsupervised Cross-dataset Person Re-identification by Transfer Learning of Spatial-Temporal Patterns. - Jiani Zhang, Xingjian Shi, Junyuan Xie, Hao Ma, Irwin King, Dit-Yan Yeung:
GaAN: Gated Attention Networks for Learning on Large and Spatiotemporal Graphs. - Rodolfo Delmonte:
Expressivity in TTS from Semantics and Pragmatics. - Ziwei Ji, Matus Telgarsky:
Risk and parameter convergence of logistic regression. - Xiaohang Fu, Tong Liu, Zhaohan Xiong, Bruce H. Smaill, Martin K. Stiles, Jichao Zhao:
Segmentation of histological images and fibrosis identification with a convolutional neural network. - Slawek Staworko, Piotr Wieczorek:
Containment of Shape Expression Schemas for RDF. - Samith Abeywickrama, Tharaka Samarasinghe, Chau Yuen, Rui Zhang:
Cluster-based Wireless Energy Transfer for Low Complex Energy Receivers. - Raul Muñoz, Josep Mangues, Ricard Vilalta, Christos V. Verikoukis, Jesús Alonso-Zárate, Nikolaos G. Bartzoudis, Apostolos Georgiadis, Miquel Payaró, Ana I. Pérez-Neira, Ramon Casellas, Ricardo Martínez, José Núñez-Martínez, Manuel Requena-Esteso, David Pubill, Oriol Font-Bach, Pol Henarejos, Jordi Serra, Francisco Vazquez Gallego:
The CTTC 5G end-to-end experimental platform: Integrating heterogeneous wireless/optical networks, distributed cloud, and IoT devices. - Sebastian Baltes, Lorik Dumani, Christoph Treude, Stephan Diehl:
SOTorrent: Reconstructing and Analyzing the Evolution of Stack Overflow Posts. - Federico Aschieri:
On Natural Deduction for Herbrand Constructive Logics III: The Strange Case of the Intuitionistic Logic of Constant Domains. 1-9 - Raul Muñoz, Josep Mangues-Bafalluy, Nikolaos G. Bartzoudis, Ricard Vilalta, Ricardo Martínez, Ramon Casellas, Nicola Baldo, José Núñez-Martínez, Manuel Requena-Esteso, Oriol Font-Bach, Marco Miozzo, Pol Henarejos, Ana I. Pérez-Neira, Miquel Payaró:
End-to-end 5G services via an SDN/NFV-based multi-tenant network and cloud testbed. - Cezary Ziólkowski, Jan M. Kelner:
Statistical evaluation of the azimuth and elevation angles seen at the output of the receiving antenna. - Li He, Liang Wang, Kaipeng Liu, Bo Wu, Weinan Zhang:
Optimizing Sponsored Search Ranking Strategy by Deep Reinforcement Learning. - Alex Locher, Michal Havlena, Luc Van Gool:
Progressive Structure from Motion. - Ruobing Shen, Xiaoyu Chen, Xiangrui Zheng, Gerhard Reinelt:
Discrete Potts Model for Generating Superpixels on Noisy Images. - Jay Prakash, Chenxi Liu, Jemin Lee, Tony Q. S. Quek:
Self-Controlled Jamming Resilient Design Using Physical Layer Secret Keys. - Jiaxing Wang, Jihua Zhu, Shanmin Pang, Zhongyu Li, Yaochen Li, Xueming Qian:
Adaptive Co-weighting Deep Convolutional Features For Object Retrieval. - Miguel Galrinho, Riccardo Prota, Mina Ferizbegovic, Håkan Hjalmarsson:
Weighted Null-Space Fitting for Identification of Cascade Networks. - Ivan S. Zapreev, Cees Verdier, Manuel Mazo Jr.:
Optimal Symbolic Controllers Determinization for BDD storage. - Bernd R. Schuh:
Sub-exponential Upper Bound for #XSAT of some CNF Classes. - Jiayi Zhang, Linglong Dai, Xu Li, Ying Liu, Lajos Hanzo:
On Low-Resolution ADCs in Practical 5G Millimeter-Wave Massive MIMO Systems. - Maneet Singh, Shruti Nagpal, Mayank Vatsa, Richa Singh:
Are you eligible? Predicting adulthood from face images via class specific mean autoencoder. - Akshay Sethi, Maneet Singh, Richa Singh, Mayank Vatsa:
Residual Codean Autoencoder for Facial Attribute Analysis. - Vedad Causevic, Precious Ugo Abara, Sandra Hirche:
Information-constrained Optimal Control of Distributed Systems with Power Constraints. - Xiaozhou Zhang, Tsung-Hui Chang, Ya-Feng Liu, Chao Shen, Gang Zhu:
Max-Min Fairness User Scheduling and Power Allocation in Full-Duplex OFDMA Systems. - Wilbert Samuel Rossi, Paolo Frasca:
Asynchronous opinion dynamics on the k-nearest-neighbors graph. - Balwinder Sodhi:
Quality Attributes on Quantum Computing Platforms. - Ashish Vaswani, Samy Bengio, Eugene Brevdo, François Chollet, Aidan N. Gomez, Stephan Gouws, Llion Jones, Lukasz Kaiser, Nal Kalchbrenner, Niki Parmar, Ryan Sepassi, Noam Shazeer, Jakob Uszkoreit:
Tensor2Tensor for Neural Machine Translation. - Ugur Demir, Gözde B. Ünal:
Patch-Based Image Inpainting with Generative Adversarial Networks. - Chengjia Wang, Keith A. Goatman, James P. Boardman, Erin Beveridge, David E. Newby, Scott Semple:
A Distance Oriented Kalman Filter Particle Swarm Optimizer Applied to Multi-Modality Image Registration. - Can Pu, Nanbo Li, Radim Tylecek, Robert B. Fisher:
DUGMA: Dynamic Uncertainty-Based Gaussian Mixture Alignment. - Soujanya Poria, Navonil Majumder, Devamanyu Hazarika, Erik Cambria, Amir Hussain, Alexander F. Gelbukh:
Multimodal Sentiment Analysis: Addressing Key Issues and Setting up Baselines. - Richard McClatchey:
Data provenance tracking as the basis for a biomedical virtual research environment. - Richard McClatchey, Andrew Branson, Jetendr Shamdasani, Patrick Emin:
Evolvable Systems for Big Data Management in Business. - Richard McClatchey:
The Deployment of an Enhanced Model-Driven Architecture for Business Process Management. - Katharina Franz, Ribana Roscher, Andres Milioto, Susanne Wenzel, Jürgen Kusche:
Ocean Eddy Identification and Tracking using Neural Networks. - Marcello Balduccini, Edward R. Griffor, Michael Huth, Claire Vishik, Martin Burns, David A. Wollman:
Ontology-Based Reasoning about the Trustworthiness of Cyber-Physical Systems. - Shiv Ram Dubey, Snehasis Mukherjee:
LDOP: Local Directional Order Pattern for Robust Face Retrieval. - Henggang Cui, Gregory R. Ganger, Phillip B. Gibbons:
MLtuner: System Support for Automatic Machine Learning Tuning. - Adrian Shajkofci, Michael Liebling:
Semi-Blind Spatially-Variant Deconvolution in Optical Microscopy with Local Point Spread Function Estimation By Use Of Convolutional Neural Networks. - Seyed Ali Jalalifar, Hosein Hasani, Hamid Aghajan:
Speech-Driven Facial Reenactment Using Conditional Generative Adversarial Networks. - Qing Li, Qingyi Tao, Shafiq R. Joty, Jianfei Cai, Jiebo Luo:
VQA-E: Explaining, Elaborating, and Enhancing Your Answers for Visual Questions. - Dmitriy Zhuk:
A modifiction of the CSP algorithm for infinite languages. - Daniel Barath, Jiri Matas:
MAGSAC: marginalizing sample consensus. - Shaohui Liu, Yi Wei, Jiwen Lu, Jie Zhou:
An Improved Evaluation Framework for Generative Adversarial Networks. - Mahmoud Abo Khamis, Hung Q. Ngo, XuanLong Nguyen, Dan Olteanu, Maximilian Schleich:
AC/DC: In-Database Learning Thunderstruck. - Ethan Knight, Osher Lerner:
Natural Gradient Deep Q-learning. - Fanny Pascual, Krzysztof Rzadca, Piotr Skowron:
Collective Schedules: Scheduling Meets Computational Social Choice. - Kirill Gavrilyuk, Amir Ghodrati, Zhenyang Li, Cees G. M. Snoek:
Actor and Action Video Segmentation from a Sentence. - Tai-Xiang Jiang, Ting-Zhu Huang, Xi-Le Zhao, Liang-Jian Deng, Yao Wang:
FastDeRain: A Novel Video Rain Streak Removal Method Using Directional Gradient Priors. - Alexander Sagel, Hao Shen:
Linearizing Visual Processes with Convolutional Variational Autoencoders. - Ronny Brendel, Bert Wesarg, Ronny Tschüter, Matthias Weber, Thomas Ilsche, Sebastian Oeste:
Generic Library Interception for Improved Performance Measurement and Insight. - Xuehe Wang, Lingjie Duan, Junshan Zhang:
Mobile Social Services with Network Externality: From Separate Pricing to Bundled Pricing. - Alexandre Pitti:
Ideas from Developmental Robotics and Embodied AI on the Questions of Ethics in Robots. - Xiaoqian Hu, Junjie Wu, Jichang Zhao:
Workforce migration and its economic implications: A perspective from social media in China. - Diogo Martins, Kevin van Hecke, Guido de Croon:
Fusion of stereo and still monocular depth estimates in a self-supervised learning context. - Christos K. Verginis, Alexandros Nikou, Dimos V. Dimarogonas:
Robust Formation Control in SE(3) for Tree-Graph Structures with Prescribed Transient and Steady State Performance. - Petra Mutzel, Lutz Oettershagen:
The Crossing Number of Seq-Shellable Drawings of Complete Graphs. - Gabrielle Ras, Marcel van Gerven, Pim Haselager:
Explanation Methods in Deep Learning: Users, Values, Concerns and Challenges. - Lei Ma, Felix Juefei-Xu, Jiyuan Sun, Chunyang Chen, Ting Su, Fuyuan Zhang, Minhui Xue, Bo Li, Li Li, Yang Liu, Jianjun Zhao, Yadong Wang:
DeepGauge: Comprehensive and Multi-Granularity Testing Criteria for Gauging the Robustness of Deep Learning Systems. - Qinheping Hu, Isaac Evavold, Roopsha Samanta, Rishabh Singh, Loris D'Antoni:
Program Repair via Direct State Manipulation. - Mike Thelwall:
Dimensions: A Competitor to Scopus and the Web of Science? - Anuran Makur, Elchanan Mossel, Yury Polyanskiy:
Broadcasting on Bounded Degree DAGs. - Ross Hartley, Maani Ghaffari Jadidi, Lu Gan, Jiunn-Kai Huang, Jessy W. Grizzle, Ryan M. Eustice:
Hybrid Contact Preintegration for Visual-Inertial-Contact State Estimation within Factor Graphs. - Charles Lu, Maurice Marx, Maliha Zahid, Cecilia W. Lo, Chakra Chennubhotla, Shannon P. Quinn:
Stacked Neural Networks for end-to-end ciliary motion analysis. - Lilian Edwards, Michael Veale:
Enslaving the Algorithm: From a "Right to an Explanation" to a "Right to Better Decisions"? - Mustapha Ridaoui, Michel Grabisch, Christophe Labreuche:
An interaction index for multichoice games. - Edward Hermann Haeusler, Alexandre Rademaker:
On How Kelsenian Jurisprudence and Intuitionistic Logic help to avoid Contrary-to-Duty paradoxes in Legal Ontologies. - (Withdrawn) C3PO: Database and Benchmark for Early-stage Malicious Activity Detection in 3D Printing.
- Angjoo Kanazawa, Shubham Tulsiani, Alexei A. Efros, Jitendra Malik:
Learning Category-Specific Mesh Reconstruction from Image Collections. - O-joung Kwon, Jean-Florent Raymond:
Packing and covering induced subdivisions. - Jorge Catumba, Rafael Diaz, Angelica Vargas:
Indirect Influences, Links Ranking, and Deconstruction of Networks. - Salvatore D'Oro, Francesco Restuccia, Tommaso Melodia, Sergio Palazzo:
Low-Complexity Distributed Radio Access Network Slicing: Algorithms and Experimental Results. - Benjamin S. Riggan, Nathaniel J. Short, Shuowen Hu:
Thermal to Visible Synthesis of Face Images using Multiple Regions. - Andrei M. Butnaru, Radu Tudor Ionescu:
UnibucKernel: A kernel-based learning method for complex word identification. - Jahanzaib Shabbir, Tarique Anwer:
A Survey of Deep Learning Techniques for Mobile Robot Applications. - Elizabeth Munch, Anastasios Stefanou:
The ℓ∞-Cophenetic Metric for Phylogenetic Trees as an Interleaving Distance. - Ikechukwu Maduako, Emerson Cavalheri, Monica Wachowicz:
Exploring the use of time-varying graphs for modelling transit networks. - Eric Zhan, Stephan Zheng, Yisong Yue, Long Sha, Patrick Lucey:
Generative Multi-Agent Behavioral Cloning. - Radhika Jagtap, Matthias Jung, Wendy Elsasser, Christian Weis, Andreas Hansson, Norbert Wehn:
Integrating DRAM Power-Down Modes in gem5 and Quantifying their Impact. - Ozgun Y. Bursalioglu, Giuseppe Caire, Ratheesh Kumar Mungara, Haralabos C. Papadopoulos, Chenwei Wang:
Fog Massive MIMO: A User-Centric Seamless Hot-Spot Architecture. - Ronan Riochet, Mario Ynocente Castro, Mathieu Bernard, Adam Lerer, Rob Fergus, Véronique Izard, Emmanuel Dupoux:
IntPhys: A Framework and Benchmark for Visual Intuitive Physics Reasoning. - Dylan J. Foster, Alexander Rakhlin, Karthik Sridharan:
Online Learning: Sufficient Statistics and the Burkholder Method. - Patrick Diehl, Ilyass Tabiai, Felix W. Baumann, Martin Lévesque:
Long term availability of raw experimental data in experimental fracture mechanics. - Jialin Wu, Dai Li, Yu Yang, Chandrajit Bajaj, Xiangyang Ji:
Dynamic Sampling Convolutional Neural Networks. - Garrett Thomas, Melissa Chien, Aviv Tamar, Juan Aparicio Ojea, Pieter Abbeel:
Learning Robotic Assembly from CAD. - Srinivasan Parthasarathy:
An analysis of the Greedy Algorithm for Stochastic Set Cover. - Matt Gardner, Joel Grus, Mark Neumann, Oyvind Tafjord, Pradeep Dasigi, Nelson F. Liu, Matthew E. Peters, Michael Schmitz, Luke Zettlemoyer:
AllenNLP: A Deep Semantic Natural Language Processing Platform. - Rahul Kumar Gupta, Fabrizio Sossan, Enrica Scolari, Emil Namor, Luca Fabietti, Colin N. Jones, Mario Paolone:
An ADMM-based Coordination and Control Strategy for PV and Storage to Dispatch Stochastic Prosumers: Theory and Experimental Validation. - Jean-Daniel Boissonnat, Ramsay Dyer, Arijit Ghosh, Mathijs Wintraecken:
Local criteria for triangulation of manifolds. - Luca Allodi, Sebastian Banescu, Henning Femmer, Kristian Beckers:
Identifying Relevant Information Cues for Vulnerability Assessment Using CVSS. - Ming Zhang, Zizhan Zheng, Ness B. Shroff:
An Online Algorithm for Power-proportional Data Centers with Switching Cost. - Seyed Pooya Shariatpanahi, Babak Hossein Khalaj:
On Multi-Server Coded Caching in the Low Memory Regime. - Zhe Li, Shuo Wang, Caiwen Ding, Qinru Qiu, Yanzhi Wang, Yun Liang:
Efficient Recurrent Neural Networks using Structured Matrices in FPGAs. - Jacob Varley, David Watkins-Valls, Peter K. Allen:
Multi-Modal Geometric Learning for Grasping and Manipulation. - Ahmed Nasrallah, Akhilesh S. Thyagaturu, Ziyad Alharbi, Cui-Xiang Wang, Xing Shao, Martin Reisslein, Hesham Elbakoury:
Ultra-Low Latency (ULL) Networks: A Comprehensive Survey Covering the IEEE TSN Standard and Related ULL Research. - Robail Yasrab:
PaaS Cloud: The Business Perspective. - Jie Luo, Matthew Toews, Inês Machado, Sarah F. Frisken, Miaomiao Zhang, Frank Preiswerk, Alireza Sedghi, Hongyi Ding, Steve Pieper, Polina Golland, Alexandra J. Golby, Masashi Sugiyama, William M. Wells III:
A Feature-Driven Active Framework for Ultrasound-Based Brain Shift Compensation. - Sérgio H. Nogueira, Vinícius Fernandes dos Santos:
Characterization by forbidden induced subgraphs of some subclasses of chordal graphs. - Van Truong Hoang, Quang Hieu Pham:
Adaptive Super-twisting Second-order Sliding Mode for Attitude Control of Quadcopter UAVs. - Luis Eduardo Urbán Rivero, Rafael López-Bracho, Javier Ramírez Rodríguez:
Balanced Black and White Coloring Problem on knights chessboards. - Wanxin Jin, Dana Kulic, Shaoshuai Mou, Sandra Hirche:
Inverse Optimal Control with Incomplete Observations. - Sunghoon Im, Hae-Gon Jeon, In So Kweon:
Robust Depth Estimation from Auto Bracketed Images. - Li Yao, Jordan Prosky, Eric Poblenz, Ben Covington, Kevin Lyman:
Weakly Supervised Medical Diagnosis and Localization from Multiple Resolutions. - KiJung Yoon, Renjie Liao, Yuwen Xiong, Lisa Zhang, Ethan Fetaya, Raquel Urtasun, Richard S. Zemel, Xaq Pitkow:
Inference in Probabilistic Graphical Models by Graph Neural Networks. - Hai Xuan Pham, Yuting Wang, Vladimir Pavlovic:
Generative Adversarial Talking Head: Bringing Portraits to Life with a Weakly Supervised Neural Network. - Jasper Friedrichs, Debanjan Mahata, Shubham Gupta:
InfyNLP at SMM4H Task 2: Stacked Ensemble of Shallow Convolutional Neural Networks for Identifying Personal Medication Intake from Twitter. - Alexandra Carlson, Katherine A. Skinner, Matthew Johnson-Roberson:
Modeling Camera Effects to Improve Deep Vision for Real and Synthetic Data. - Awais Khan, Chang-Gyu Lee, Prince Hamandawana, Sungyong Park, Youngjae Kim:
A Robust Fault-Tolerant and Scalable Cluster-wide Deduplication for Shared-Nothing Storage Systems. - Jasdeep Singh, Vincent Ying, Alex Nutkiewicz:
Attention on Attention: Architectures for Visual Question Answering (VQA). - (Withdrawn) Semidefinite Outer Approximation of the Backward Reachable Set of Discrete-time Autonomous Polynomial Systems.
- Spyros Gidaris, Praveer Singh, Nikos Komodakis:
Unsupervised Representation Learning by Predicting Image Rotations. - Xin Wang, Wenhan Xiong, Hongmin Wang, William Yang Wang:
Look Before You Leap: Bridging Model-Free and Model-Based Reinforcement Learning for Planned-Ahead Vision-and-Language Navigation. - Xu Tang, Daniel K. Du, Zeqiang He, Jingtuo Liu:
PyramidBox: A Context-assisted Single Shot Face Detector. - Haotian Guan, Zhilei Liu, Longbiao Wang, Jianwu Dang, Ruiguo Yu:
Speech Emotion Recognition Considering Local Dynamic Features. - Hossein Hosseini, Baicen Xiao, Mayoore Jaiswal, Radha Poovendran:
Assessing Shape Bias Property of Convolutional Neural Networks. - Samvit Jain, Joseph E. Gonzalez:
Fast Semantic Segmentation on Video Using Motion Vector-Based Feature Interpolation. - Longfei Wu, Haotian Chi, Xiaojiang Du:
A Secure Proxy-based Access Control Scheme for Implantable Medical Devices. - Salar Fattahi, Somayeh Sojoudi:
Data-Driven Sparse System Identification. - Longfei Wu, Xiaojiang Du, Jie Wu, Jingwei Liu, Eduard C. Dragut:
An Accountable Anonymous Data Aggregation Scheme for Internet of Things. - Ritu Kapur, Balwinder Sodhi:
Estimating defectiveness of source code: A predictive model using GitHub content. - Ou Wu, Tao Yang, Mengyang Li, Ming Li:
ρ-hot Lexicon Embedding-based Two-level LSTM for Sentiment Analysis. - Ali Gholami Rudi:
Looking for Bird Nests: Identifying Stay Points with Bounded Gaps. - Huy Hieu Pham, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
Learning and Recognizing Human Action from Skeleton Movement with Deep Residual Neural Networks. - Huyhieu Pham, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
Exploiting deep residual networks for human action recognition from skeletal data. - Vijay Rajanna, Tracy Hammond:
Gaze-Assisted User Authentication to Counter Shoulder-surfing Attacks. - Wei Huang, Lianghui Ding, Hung-Yu Wei, Jenq-Neng Hwang, Yiling Xu, Wenjun Zhang:
QoE-Oriented Resource Allocation for 360-degree Video Transmission over Heterogeneous Networks. - Fevziye Irem Eyiokur, Dogucan Yaman, Hazim Kemal Ekenel:
Domain Adaptation for Ear Recognition Using Deep Convolutional Neural Networks. - Pei Zhou, Kaijun Cheng, Xiao Han, Xuming Fang, Yuguang Fang, Rong He, Yan Long, Yanping Liu:
IEEE 802.11ay based mmWave WLANs: Design Challenges and Solutions. - Jinsong Hu, Shihao Yan, Xiangyun Zhou, Feng Shu, Jun Li:
Covert Wireless Communications with Channel Inversion Power Control in Rayleigh Fading. - Krzysztof Domino, Adam Glos:
Hiding higher order cross-correlations of multivariate data using Archimedean copulas. - Cezary Ziólkowski, Jan M. Kelner, Leszek Nowosielski, Marian Wnuk:
Modeling the distribution of the arrival angle based on transmitter antenna pattern. - Eunsoo Park, Xuenan Cui, Weonjin Kim, Jinsong Liu, Hakil Kim:
Patch-based Fake Fingerprint Detection Using a Fully Convolutional Neural Network with a Small Number of Parameters and an Optimal Threshold. - Riikka Huusari, Hachem Kadri, Cécile Capponi:
Multi-view Metric Learning in Vector-valued Kernel Spaces. - Upendra Kapshikar, Ayan Mahalanobis:
A Quantum-Secure Niederreiter Cryptosystem using Quasi-Cyclic Codes. - Tommaso Soru, Stefano Ruberto, Diego Moussallem, Edgard Marx, Diego Esteves, Axel-Cyrille Ngonga Ngomo:
Expeditious Generation of Knowledge Graph Embeddings. - Eunsoo Park, Xuenan Cui, Weonjin Kim, Hakil Kim:
End-to-End Fingerprints Liveness Detection using Convolutional Networks with Gram module. - Yao Feng, Fan Wu, Xiaohu Shao, Yanfeng Wang, Xi Zhou:
Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network. - Muhammad Junaid Farooq, Quanyan Zhu:
Optimal Dynamic Contract for Spectrum Reservation in Mission-Critical UNB-IoT Systems. - Alexandre Bazin, Jessie Carbonnel, Marianne Huchard, Giacomo Kahn:
On-demand Relational Concept Analysis. - Giuseppe Iaffaldano:
Investigating Collaboration Within Online Communities: Software Development Vs. Artistic Creation. - Konpal Shaukat Ali, Martin Haenggi, Hesham ElSawy, Anas Chaaban, Mohamed-Slim Alouini:
Downlink Non-Orthogonal Multiple Access (NOMA) in Poisson Networks. - Filippo Maria Bianchi, Simone Scardapane, Sigurd Løkse, Robert Jenssen:
Reservoir computing approaches for representation and classification of multivariate time series. - Qian Wang, Zhi Chen, Shaoqian Li:
Joint Power and Trajectory Design for Physical-Layer Secrecy in the UAV-Aided Mobile Relaying System. - Percival Lucena, Alécio P. D. Binotto, Fernanda da Silva Momo, Henry M. Kim:
A Case Study for Grain Quality Assurance Tracking based on a Blockchain Business Network. - Tu Ngoc Nguyen, Nattiya Kanhabua, Wolfgang Nejdl:
Multiple Models for Recommending Temporal Aspects of Entities. - Thierry Titcheu Chekam, Mike Papadakis, Tegawendé F. Bissyandé, Yves Le Traon, Koushik Sen:
Selecting Fault Revealing Mutants. - Amos Sironi, Manuele Brambilla, Nicolas Bourdis, Xavier Lagorce, Ryad Benosman:
HATS: Histograms of Averaged Time Surfaces for Robust Event-based Object Classification. - Roberto Menicatti, Barbara Bruno, Antonio Sgorbissa:
Modelling the Influence of Cultural Information on Vision-Based Human Home Activity Recognition. - (Withdrawn) The Hbot : A Holonomic Spherical Haptic Interface Driven by Non-Holonomic Wheels.
- Huy Xuan Pham, Hung Manh La, David Feil-Seifer, Matthew C. Deans:
A Distributed Control Framework of Multiple Unmanned Aerial Vehicles for Dynamic Wildfire Tracking. - Liangdong Lu, Wenping Ma, Ruihu Li, Yuena Ma, Luobin Guo:
New Quantum MDS codes constructed from Constacyclic codes. - Baris Nakiboglu:
The Augustin Capacity and Center. - Rodolfo Reyes-Báez, Alejandro Donaire, Arjan van der Schaft, Bayu Jayawardhana, Tristan Perez:
Tracking Control of Marine Craft in the port-Hamiltonian Framework: A Virtual Differential Passivity Approach. - Christos K. Verginis, Alexandros Nikou, Dimos V. Dimarogonas:
Communication-based Decentralized Cooperative Object Transportation Using Nonlinear Model Predictive Control. - Evgeny Krivosheev, Bahareh Harandizadeh, Fabio Casati, Boualem Benatallah:
Crowd-Machine Collaboration for Item Screening. - Lijun Li, Boqing Gong:
End-to-End Video Captioning with Multitask Reinforcement Learning. - Chongyi Li, Jichang Guo, Fatih Porikli, Huazhu Fu, Yanwei Pang:
A Cascaded Convolutional Neural Network for Single Image Dehazing. - Jingfei Zhang, Yuguo Chen:
Modularity based community detection in heterogeneous networks. - Bicheng Ying, Kun Yuan, Stefan Vlaski, Ali H. Sayed:
Stochastic Learning under Random Reshuffling. - Md Shahzamal, Raja Jurdak, Bernard Mans, Ahmad El Shoghri, Frank de Hoog:
Impact of Indirect Contacts in Emerging Infectious Disease on Social Networks. - Hang Dai, Nick E. Pears, William A. P. Smith:
Non-rigid 3D Shape Registration using an Adaptive Template. - Francesco Musumeci, Cristina Rottondi, Avishek Nag, Irene Macaluso, Darko Zibar, Marco Ruffini, Massimo Tornatore:
A Survey on Application of Machine Learning Techniques in Optical Networks. - Tianchen Zhao:
Information Theoretic Interpretation of Deep learning. - Hauke Jürgen Mönck, Andreas Jörg, Tobias von Falkenhausen, Julian Tanke, Benjamin Wild, David M. Dormagen, Jonas Piotrowski, Claudia Winklmayr, David Bierbach, Tim Landgraf:
BioTracker: An Open-Source Computer Vision Framework for Visual Animal Tracking. - Filipe Marques, Florian Dubost, Mariette Kemner-van de Corput, Harm A. W. M. Tiddens, Marleen de Bruijne:
Quantification of Lung Abnormalities in Cystic Fibrosis using Deep Networks. - Roy D. Yates:
Age of Information in a Network of Preemptive Servers. - Joachim Folz, Sebastian Palacio, Jörn Hees, Damian Borth, Andreas Dengel:
Adversarial Defense based on Structure-to-Signal Autoencoders. - Avishek Sinha Roy, Anindya Sundar Dhar:
A Novel Approach for Fast and Accurate Mean Error Distance Computation in Approximate Adders. - Anna Khoreva, Anna Rohrbach, Bernt Schiele:
Video Object Segmentation with Language Referring Expressions. - Zheng Xie, Guannan Liu, Junjie Wu, Yong Tan:
Social Media Would Not Lie: Prediction of the 2016 Taiwan Election via Online Heterogeneous Data. - Kuan-Ting Yu, Alberto Rodriguez:
Realtime State Estimation with Tactile and Visual Sensing for Inserting a Suction-held Object. - Akhil Gurram, Onay Urfalioglu, Ibrahim Halfaoui, Fahd Bouzaraa, Antonio M. López:
Monocular Depth Estimation by Learning from Heterogeneous Datasets. - Andrei Bulatov, Peter Mayr, Ágnes Szendrei:
The Subpower Membership Problem for Finite Algebras with Cube Terms. - Lydia Manikonda, Ghazaleh Beigi, Huan Liu, Subbarao Kambhampati:
Twitter for Sparking a Movement, Reddit for Sharing the Moment: #metoo through the Lens of Social Media. - Kuang-Huei Lee, Xi Chen, Gang Hua, Houdong Hu, Xiaodong He:
Stacked Cross Attention for Image-Text Matching. - Xiaolong Wang, Yufei Ye, Abhinav Gupta:
Zero-shot Recognition via Semantic Embeddings and Knowledge Graphs. - Pedro F. Felzenszwalb:
Similar Elements and Metric Labeling on Complete Graphs. - Thanh Nguyen, Chee Peng Lim, Ngoc Duy Nguyen, Lee Gordon-Brown, Saeid Nahavandi:
A Review of Situation Awareness Assessment Approaches in Aviation Environments. - Jaime Pulido Fentanes, Iain Gould, Tom Duckett, Simon Pearson, Grzegorz Cielniak:
3D Soil Compaction Mapping through Kriging-based Exploration with a Mobile Robot. - Zheng Dang, Kwang Moo Yi, Yinlin Hu, Fei Wang, Pascal Fua, Mathieu Salzmann:
Eigendecomposition-free Training of Deep Networks with Zero Eigenvalue-based Losses. - Vered Shwartz, Chris Waterson:
Olive Oil is Made of Olives, Baby Oil is Made for Babies: Interpreting Noun Compounds using Paraphrases in a Neural Model. - Jiawei He, Andreas M. Lehrmann, Joseph Marino, Greg Mori, Leonid Sigal:
Probabilistic Video Generation using Holistic Attribute Control. - Madan Ravi Ganesh, Eric Hofesmann, Byungsu Min, Nadha Gafoor, Jason J. Corso:
T-RECS: Training for Rate-Invariant Embeddings by Controlling Speed for Action Recognition. - Jinghui Cheng, Micayla Goodrum, Ronald A. Metoyer, Jane Cleland-Huang:
How Do Practitioners Perceive Assurance Cases in Safety-Critical Software Systems? - Wissam Bejjani, Rafael Papallas, Matteo Leonetti, Mehmet Remzi Dogar:
Learning Deep Policies for Physics-Based Manipulation in Clutter. - Geoff Boeing:
Clustering to Reduce Spatial Data Set Size. - Chi Li, Jin Bai, Gregory D. Hager:
A Unified Framework for Multi-View Multi-Class Object Pose Estimation. - Changlin Yang, Kwan-Wu Chin, Ying Liu:
On Maximizing Sampling Time of RF-Harvesting Sensor Nodes Over Random Channel Gains. - Nasimeh Heydaribeni, Achilleas Anastasopoulos:
Distributed Mechanism Design for Multicast Transmission. - Louis-Claude Canon, Mohamad El Sayah, Pierre-Cyrille Héam:
A Markov Chain Monte Carlo Approach to Cost Matrix Generation for Scheduling Performance Evaluation. - Qing Tian, Tal Arbel, James J. Clark:
Fisher Pruning of Deep Nets for Facial Trait Classification. - Sathya N. Ravi, Ronak Mehta, Vikas Singh:
Robust Blind Deconvolution via Mirror Descent. - Yichen Wu, Yair Rivenson, Yibo Zhang, Zhensong Wei, Harun Gunaydin, Xing Lin, Aydogan Ozcan:
Extended depth-of-field in holographic image reconstruction using deep learning based auto-focusing and phase-recovery. - Farzane Amirzade, Mohammad-Reza Sadeghi:
Efficient Search of QC-LDPC Codes with Girths 6 and 8 and Free of Elementary Trapping Sets with Small Size. - James D. Currie, Lucas Mol, Narad Rampersad:
Circular repetition thresholds on some small alphabets: Last cases of Gorbunova's conjecture. - Larry Diehl, Denis Firsov, Aaron Stump:
Generic Zero-Cost Reuse for Dependent Types. - Jaouhar Fattahi:
A Theorem for Secrecy in Tagged Protocols Using the Theory of Witness-Functions. - Linchen Xiao, Arash Behboodi, Rudolf Mathar:
Learning the Localization Function: Machine Learning Approach to Fingerprinting Localization. - Yuan Yang, Daniela Constantinescu, Yang Shi:
Globally Stable Output Feedback Synchronization of Teleoperation with Time-Varying Delays. - Daniel Fojo, Víctor Campos, Xavier Giró-i-Nieto:
Comparing Fixed and Adaptive Computation Time for Recurrent Neural Networks. - Mohammadhossein Sherkat, Antonette Mendoza, Tim Miller, Rachel Burrows:
Emotional Attachment Framework for People-Oriented Software. - Jacob Chakareski, Ridvan Aksu, Xavier Corbillon, Gwendal Simon, Viswanathan Swaminathan:
Viewport-Driven Rate-Distortion Optimized 360° Video Streaming. - Zac Cranko, Richard Nock:
Boosted Density Estimation Remastered. - Jelena V. Misic, M. Zulfiker Ali, Vojislav B. Misic:
Protocol architectures for IoT domains. - Ganesh Iyer, Karnik Ram R., J. Krishna Murthy, K. Madhava Krishna:
CalibNet: Self-Supervised Extrinsic Calibration using 3D Spatial Transformer Networks. - Panos Stinis, Tobias Hagge, Alexandre M. Tartakovsky, Enoch Yeung:
Enforcing constraints for interpolation and extrapolation in Generative Adversarial Networks. - Mohammed Karmoose, Christina Fragouli, Suhas N. Diggavi, Rafael Misoczki, Lily L. Yang, Zhenliang Zhang:
Leveraging mm-Wave Communication for Security. - Zhiyuan Jiang, Bhaskar Krishnamachari, Sheng Zhou, Zhisheng Niu:
Can Decentralized Status Update Achieve Universally Near-Optimal Age-of-Information in Wireless Multiaccess Channels? - Geonho Cha, Minsik Lee, Jungchan Cho, Songhwai Oh:
Deep Pose Consensus Networks. - Adam Bjorndahl:
The Epistemology of Nondeterminism. - Md Jahidul Islam, Jungseok Hong, Junaed Sattar:
Person Following by Autonomous Robots: A Categorical Overview. - Kamil Nar, Shankar Sastry:
Residual Networks: Lyapunov Stability and Convex Decomposition. - Joshua I. James, Yunsik Jake Jang:
Update Thresholds of More Accurate Time Stamp for Event Reconstruction. - Xiongwei Wu, Daoxin Zhang, Jianke Zhu, Steven C. H. Hoi:
Single-Shot Bidirectional Pyramid Networks for High-Quality Object Detection. - Son Thanh Nguyen, Hung Manh La:
Design and Development of a Flexible Steel Surface Climbing Inspection Robot. - Jieqiong Chen, Guoqiang Mao, Changle Li, Degan Zhang:
A Topological Approach to Secure Message Dissemination in Vehicular Networks. - George Papandreou, Tyler Zhu, Liang-Chieh Chen, Spyros Gidaris, Jonathan Tompson, Kevin Murphy:
PersonLab: Person Pose Estimation and Instance Segmentation with a Bottom-Up, Part-Based, Geometric Embedding Model. - Awais Khan, Taeuk Kim, Hyunki Byun, Youngjae Kim, Sungyong Park, Hyogi Sim:
SCISPACE: A Scientific Collaboration Workspace for File Systems in Geo-Distributed HPC Data Centers. - Stephen Merity, Nitish Shirish Keskar, Richard Socher:
An Analysis of Neural Language Modeling at Multiple Scales. - Yasunori Kudo, Keisuke Ogaki, Yusuke Matsui, Yuri Odagiri:
Unsupervised Adversarial Learning of 3D Human Pose from 2D Joint Locations. - Tianran Hu, Jiebo Luo, Wei Liu:
Life in the "Matrix": Human Mobility Patterns in the Cyber Space. - Minhui Xue, Alexandru Grigoras, Heather Lee, Keith W. Ross:
Sensing the Chinese Diaspora: How Mobile Apps Can Provide Insights into Global Migration Flows. - Micha Pfeiffer, Hannes Kenngott, Anas Preukschas, Matthias Huber, Lisa Bettscheider, Beat P. Müller-Stich, Stefanie Speidel:
IMHOTEP - Virtual Reality Framework for Surgical Applications. - Van Hoa Nguyen, Quoc Tuan Tran, Yvon Besanger, Tung Lam Nguyen, Tran The Hoang, Cédric Boudinnet, Antoine Labonne, Thierry Braconnier, Herve Buttin:
Cross-infrastructure holistic experiment design for cyber-physical energy system validation. - Maxime Jumelle, Taqiyeddine Sakmeche:
Speaker Clustering With Neural Networks And Audio Processing. - Torsten Koller, Felix Berkenkamp, Matteo Turchetta, Andreas Krause:
Learning-based Model Predictive Control for Safe Exploration and Reinforcement Learning. - Christos K. Verginis, Dimos V. Dimarogonas:
Mode Switching Decentralized Multi-Agent Coordination under Local Temporal Logic Tasks. - Carlos F. López, Cheng-Xiang Wang:
A Study of Delay Drifts on Massive MIMO Wideband Channel Models. - Nieves Atienza, Rocío González-Díaz, M. Soriano-Trigueros:
On the stability of persistent entropy and new summary functions for TDA. - Aurelia Bustos, Antonio Pertusa:
Learning Eligibility in Cancer Clinical Trials using Deep Neural Networks. - Xihui Liu, Hongsheng Li, Jing Shao, Dapeng Chen, Xiaogang Wang:
Show, Tell and Discriminate: Image Captioning by Self-retrieval with Partially Labeled Data. - Matteo Fabbri, Fabio Lanzi, Simone Calderara, Andrea Palazzi, Roberto Vezzani, Rita Cucchiara:
Learning to Detect and Track Visible and Occluded Body Joints in a Virtual World. - Christian Mostegel, Friedrich Fraundorfer, Horst Bischof:
Prioritized Multi-View Stereo Depth Map Generation Using Confidence Prediction. - Mehmet Serdar Güzel, Erkan Meral:
A novel real time geolocation tracking tool. - Yanlin Qian, Ke Chen, Jarno Nikkanen, Joni-Kristian Kämäräinen, Jiri Matas:
Dichromatic Gray Pixel for Camera-agnostic Color Constancy. - Sebastian Palacio, Joachim Folz, Jörn Hees, Federico Raue, Damian Borth, Andreas Dengel:
What do Deep Networks Like to See? - Konstantin Kobylkin:
Efficient constant factor approximation algorithms for stabbing line segments with equal disks. - Barbara Bruno, Fulvio Mastrogiovanni, Federico Pecora, Antonio Sgorbissa, Alessandro Saffiotti:
A framework for Culture-aware Robots based on Fuzzy Logic. - Mohammad Aliannejadi, Fabio Crestani:
Venue Suggestion Using Social-Centric Scores. - Alexandre Garcia, Slim Essid, Chloé Clavel, Florence d'Alché-Buc:
Structured Output Learning with Abstention: Application to Accurate Opinion Prediction. - Robert Schilling, Mario Werner, Stefan Mangard:
Securing Conditional Branches in the Presence of Fault Attacks. - Jian Fang, Shaobo Lin, Zongben Xu:
Learning through deterministic assignment of hidden parameters. - Abien Fred Agarap:
Deep Learning using Rectified Linear Units (ReLU). - Luiza Medova, Anton Glebov, Pavel S. Rybin, Alexey A. Frolov:
On LDPC Code Based Massive Random-Access Scheme for the Gaussian Multiple Access Channel. - Lingjiao Chen, Jian Gao:
A trust-based recommendation method using network diffusion processes. - Marcos Maroto, Enrique Caño, Pavel Gonzalez, Diego Villegas:
Head-up Displays (HUD) in driving. - Andrey Kuehlkamp, Kevin W. Bowyer:
Found a good match: should I keep searching? - Accuracy and Performance in Iris Matching Using 1-to-First Search. - Philipp Jordan, Omar Mubin, Mohammad Obaid, Paula Alexandra Silva:
Exploring the Referral and Usage of Science Fiction in HCI Literature. - He Zhang, Vishal M. Patel:
Densely Connected Pyramid Dehazing Network. - Christian Günther, Kai-Uwe Schmidt:
Sequence pairs with asymptotically optimal aperiodic correlation. - Yifei Shi, Kai Xu, Matthias Nießner, Szymon Rusinkiewicz, Thomas A. Funkhouser:
PlaneMatch: Patch Coplanarity Prediction for Robust RGB-D Reconstruction. - Andy Way:
Quality expectations of machine translation. - Congcong Wang, Faouzi Alaya Cheikh, Mounir Kaaniche, Ole Jakob Elle:
A Smoke Removal Method for Laparoscopic Images. - Zhiyuan Zha, Xinggan Zhang, Qiong Wang, Yechao Bai, Lan Tang, Xin Yuan:
Group Sparsity Residual with Non-Local Samples for Image Denoising. - Minh-Tan Pham, Sébastien Lefèvre:
Buried object detection from B-scan ground penetrating radar data using Faster-RCNN. - Manxi Wu, Li Jin, Saurabh Amin, Patrick Jaillet:
Signaling Game-based Misbehavior Inspection in V2I-enabled Highway Operations. - Ashkan Panahi, Hamid Krim, Liyi Dai:
Demystifying Deep Learning: A Geometric Approach to Iterative Projections. - Vinayak Mathur, Arpit Singh:
The Rapidly Changing Landscape of Conversational Agents. - José Pablo Cambronero, Phillip Stanley-Marbell, Martin C. Rinard:
Incremental Color Quantization for Color-Vision-Deficient Observers Using Mobile Gaming Data. - Erick Lavoie, Laurie J. Hendren, Frederic Desprez, Miguel Correia:
Pando: a Volunteer Computing Platform for the Web. - Carsten Burstedde:
Parallel tree algorithms for AMR and non-standard data access. - Ouyang Zhang, Kannan Srinivasan:
Dyloc: Dynamic and Collaborative User-controlled AOA based Localizing System with your laptops. - Yinan Zhao, Brian L. Price, Scott Cohen, Danna Gurari:
Guided Image Inpainting: Replacing an Image Region by Pulling Content from Another Image. - Faria Kalim, Shadi A. Noghabi, Shiv Verma:
To Edge or Not to Edge? - Rodrigo A. González, Cristian R. Rojas, James S. Welsh:
An asymptotically optimal indirect approach to continuous-time system identification. - Stéphane Lathuilière, Pablo Mesejo, Xavier Alameda-Pineda, Radu Horaud:
A Comprehensive Analysis of Deep Regression. - Stephan Alaniz:
Deep Reinforcement Learning with Model Learning and Monte Carlo Tree Search in Minecraft. - Sharon Fogel, Hadar Averbuch-Elor, Jacob Goldberger, Daniel Cohen-Or:
Clustering-driven Deep Embedding with Pairwise Constraints. - Yi Zhu, Yang Long, Yu Guan, Shawn D. Newsam, Ling Shao:
Towards Universal Representation for Unseen Action Recognition. - Pham Quang Nhat Minh:
A Feature-Based Model for Nested Named-Entity Recognition at VLSP-2018 NER Evaluation Campaign. - Zili Yi, Zhiqin Chen, Hao (Richard) Zhang, Xin Huang, Minglun Gong:
Branched Generative Adversarial Networks for Multi-Scale Image Manifold Learning. - Edilson Anselmo Corrêa Jr., Diego R. Amancio:
Word sense induction using word embeddings and community detection in complex networks. - Yang Hu, Lin Zhang, Wei Li, Guang-Zhong Yang:
Robotic Sewing and Knot Tying for Personalized Stent Graft Manufacturing. - Arunesh Mathur, Arvind Narayanan, Marshini Chetty:
An Empirical Study of Affiliate Marketing Disclosures on YouTube and Pinterest. - Hanhe Lin, Vlad Hosu, Dietmar Saupe:
KonIQ-10k: Towards an ecologically valid and large-scale IQA database. - Alexandre Bovet, Hernán A. Makse:
Influence of fake news in Twitter during the 2016 US presidential election. - Eric Zelikman:
Context is Everything: Finding Meaning Statistically in Semantic Spaces. - Yuxin Wu, Kaiming He:
Group Normalization. - Kevin Chen, Christopher B. Choy, Manolis Savva, Angel X. Chang, Thomas A. Funkhouser, Silvio Savarese:
Text2Shape: Generating Shapes from Natural Language by Learning Joint Embeddings. - John K. Leffingwell, Donald J. Meagher, Khan W. Mahmud, Scott Ackerson:
Generalized Scene Reconstruction. - Francesco Riccio, Roberto Capobianco, Daniele Nardi:
DOP: Deep Optimistic Planning with Approximate Value Function Evaluation. - Didier Caucal:
On Cayley graphs of algebraic structures. - John Moriarty, Jure Vogrinc, Alessandro Zocca:
Frequency violations from random disturbances: an MCMC approach. - Hunter Goforth, Simon Lucey:
Aligning Across Large Gaps in Time. - Sachin Kumar, Sumita Mishra, Pallavi Asthana, Pragya:
Automated Detection of Acute Leukemia using K-mean Clustering Algorithm. - Linqi Guo, Chen Liang, Alessandro Zocca, Steven H. Low, Adam Wierman:
Failure Localization in Power Systems via Tree Partitions. - Kim Peter Wabersich, Melanie N. Zeilinger:
Linear model predictive safety certification for learning-based control. - Paul Almasan, Jordi Paillisse, Alberto Rodríguez-Natal, Pere Barlet-Ros, Florin Coras, Vina Ermagan, Fabio Maino, Albert Cabellos-Aparicio:
Securing the Control-plane Channel and Cache of Pull-based ID/LOC Protocols. - Benjamin V. Hanrahan, Ning F. Ma, Chien Wen Yuan:
The Roots of Bias on Uber. - Qin Zhou, Heng Fan, Hang Su, Hua Yang, Shibao Zheng, Haibin Ling:
Weighted Bilinear Coding over Salient Body Parts for Person Re-identification. - Ambuj Varshney, Luca Mottola, Thiemo Voigt:
Visible Light Communication for Wearable Computing. - Shahab Asoodeh, Tingran Gao, James Evans:
Curvature of Hypergraphs via Multi-Marginal Optimal Transport. - Di Chen, Yexiang Xue, Carla P. Gomes:
End-to-End Learning for the Deep Multivariate Probit Model. - Carl Yang, Aydin Buluç, John D. Owens:
Design Principles for Sparse Matrix Multiplication on the GPU. - Pulak Purkait, Christopher Zach, Anders P. Eriksson:
Maximum Consensus Parameter Estimation by Reweighted ℓ1 Methods. - Jennifer Ortiz, Magdalena Balazinska, Johannes Gehrke, S. Sathiya Keerthi:
Learning State Representations for Query Optimization with Deep Reinforcement Learning. - Minxian Xu, Adel Nadjaran Toosi, Rajkumar Buyya:
iBrownout: An Integrated Approach for Managing Energy and Brownout in Container-based Clouds. - Tao Sheng, Chen Feng, Shaojie Zhuo, Xiaopeng Zhang, Liang Shen, Mickey Aleksic:
A Quantization-Friendly Separable Convolution for MobileNets. - Bastian Bier, Mathias Unberath, Jan-Nico Zaech, Javad Fotouhi, Mehran Armand, Greg Osgood, Nassir Navab, Andreas K. Maier:
X-ray-transform Invariant Anatomical Landmark Detection for Pelvic Trauma Surgery. - Mohammad Roohitavaf, Sandeep S. Kulkarni:
Toward Adaptive Causal Consistency for Replicated Data Stores. - Jonas Hajek, Mathias Unberath, Javad Fotouhi, Bastian Bier, Sing Chun Lee, Greg Osgood, Andreas K. Maier, Mehran Armand, Nassir Navab:
Closing the Calibration Loop: An Inside-out-tracking Paradigm for Augmented Reality in Orthopedic Surgery. - Md. Masudur Rahman, Jed Barson, Sydney Paul, Joshua Kayani, Federico Andres Lois, Sebastian Fernandez Quezada, Christopher Parnin, Kathryn T. Stolee, Baishakhi Ray:
Evaluating How Developers Use General-Purpose Web-Search for Code Retrieval. - Jeremy Barnes, Patrik Lambert, Toni Badia:
MultiBooked: A Corpus of Basque and Catalan Hotel Reviews Annotated for Aspect-level Sentiment Classification. - Naama Ben-David, Guy E. Blelloch, Yihan Sun, Yuanhao Wei:
Efficient Single Writer Concurrency. - Yihan Sun, Guy E. Blelloch:
Parallel Range and Segment Queries with Augmented Maps. - Kuo-Kai Hsieh, Li-C. Wang:
A Concept Learning Tool Based On Calculating Version Space Cardinality. - Shariq Mobin, Brian Cheung, Bruno A. Olshausen:
Convolutional vs. Recurrent Neural Networks for Audio Source Separation. - Jiawei Zhang, Limeng Cui, Fisher B. Gouza:
SEGEN: Sample-Ensemble Genetic Evolutional Network Model. - Zhifei Mao, Yuming Jiang, Xiaoqiang Di, Yordanos Woldeyohannes:
Joint Head Selection and Airtime Allocation for Data Dissemination in Mobile Social Networks. - Samiran Ganguly, Yunfei Gu, Mircea R. Stan, Avik W. Ghosh:
Hardware based Spatio-Temporal Neural Processing Backend for Imaging Sensors: Towards a Smart Camera. - Chunbiao Zhu, Xing Cai, Kan Huang, Thomas H. Li, Ge Li:
PDNet: Prior-model Guided Depth-enhanced Network for Salient Object Detection. - Hui-Ming Wang, Yiming Xu, Ke-Wen Huang, Zhu Han, Theodoros A. Tsiftsis:
Cooperative Secure Transmission by Exploiting Social Ties in Random Networks. - Hao Ge, Yin Xia, Xu Chen, Randall Berry, Ying Wu:
Fictitious GAN: Training GANs with Historical Models. - Sheeraz A. Alvi, Xiangyun Zhou, Salman Durrani:
Optimal Compression and Transmission Rate Control for Node-Lifetime Maximization. - Rahul Meshram, D. Manjunath, Nikhil Karamchandani:
Learning Recommendations While Influencing Interests. - Ikuya Yamada, Ryuji Tamaki, Hiroyuki Shindo, Yoshiyasu Takefuji:
Studio Ousia's Quiz Bowl Question Answering System. - Peter Ochs, Tim Meinhardt, Laura Leal-Taixé, Michael Möller:
Lifting Layers: Analysis and Applications. - Saul Toscano-Palmerin, Peter I. Frazier:
Bayesian Optimization with Expensive Integrands. - Namhyuk Ahn, Byungkon Kang, Kyung-Ah Sohn:
Fast, Accurate, and, Lightweight Super-Resolution with Cascading Residual Network. - Shipra Sharma, Balwinder Sodhi:
APR: Architectural Pattern Recommender. - John P. Gallagher, Rob van Glabbeek, Wendelin Serwe:
Proceedings Third Workshop on Models for Formal Analysis of Real Systems and Sixth International Workshop on Verification and Program Transformation, MARS/VPT@ETAPS 2018, Thessaloniki, Greece, 20th April 2018. EPTCS 268, 2018 [contents] - Jia-Ren Chang, Yong-Sheng Chen:
Pyramid Stereo Matching Network. - Toru Ogawa, Atsushi Otsubo, Rei Narita, Yusuke Matsui, Toshihiko Yamasaki, Kiyoharu Aizawa:
Object Detection for Comics using Manga109 Annotations. - Junjie Hu, Mete Ozay, Yan Zhang, Takayuki Okatani:
Revisiting Single Image Depth Estimation: Toward Higher Resolution Maps with Accurate Object Boundaries. - Feng Li, Cheng Tian, Wangmeng Zuo, Lei Zhang, Ming-Hsuan Yang:
Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking. - Daniel Jakubovitz, Raja Giryes:
Improving DNN Robustness to Adversarial Attacks using Jacobian Regularization. - Mohammed A. Teeti, Rui Wang, Reza Abdolee:
Performance Analysis of 1-Bit Massive MIMO with Superimposed Pilots. - Nana Fan, Zhenyu He:
Region-filtering Correlation Tracking. - Sherif M. Abuelenin:
On the similarity between Nakagami-m Fading distribution and the Gaussian ensembles of random matrix theory. - Holger R. Roth, Chen Shen, Hirohisa Oda, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori:
Deep learning and its application to medical image segmentation. - Zhiyuan Jiang, Bhaskar Krishnamachari, Sheng Zhou, Zhisheng Niu:
SENATE: A Permissionless Byzantine Consensus Protocol in Wireless Networks. - S. Saritha, G. Santhosh Kumar:
An Incremental Boolean Tensor Factorization approach to model Change Patterns of Objects in Images. - Irene Teinemaa, Niek Tax, Massimiliano de Leoni, Marlon Dumas, Fabrizio Maria Maggi:
Foundations of Prescriptive Process Monitoring. - Petru Soviany, Radu Tudor Ionescu:
Optimizing the Trade-off between Single-Stage and Two-Stage Object Detectors using Image Difficulty Prediction. - Andreas Eberle:
Pose-Driven Deep Models for Person Re-Identification. - Hainan Cui, Shuhan Shen, Xiang Gao, Zhanyi Hu:
CSfM: Community-based Structure from Motion. - Kevin Buchin, Tim Hulshof, Dániel Oláh:
𝓞(k)-robust spanners in one dimension. - Florian Boudin:
Unsupervised Keyphrase Extraction with Multipartite Graphs. - Thomas Durieux, Youssef Hamadi, Martin Monperrus:
Fully Automated HTML and Javascript Rewriting for Constructing a Self-healing Web Proxy. - Murdoch James Gabbay:
Equivariant ZFA with Choice: a position paper. - Elisa Maiettini, Giulia Pasquale, Lorenzo Rosasco, Lorenzo Natale:
Speeding-up Object Detection Training for Robotics with FALKON. - Sergei A. Abramov, Marko Petkovsek, Helena Zakrajsek:
Convolutions of Liouvillian Sequences. - Miles Lubin, Yury Dvorkin, Line Roald:
Chance Constraints for Improving the Security of AC Optimal Power Flow. - Liyan Sun, Zhiwen Fan, Yue Huang, Xinghao Ding, John W. Paisley:
A Deep Error Correction Network for Compressed Sensing MRI. - Chiliang Zhang, Zhimou Yang, Zuochang Ye:
Detecting Adversarial Perturbations with Saliency. - Rajesh Jayaram, David P. Woodruff:
Data Streams with Bounded Deletions. - Stephan Bongers, Joris M. Mooij:
From Random Differential Equations to Structural Causal Models: the stochastic case. - Hemayet Ahmed Chowdhury, Tanvir Alam Nibir, Md. Saiful Islam:
Sentiment Analysis of Comments on Rohingya Movement with Support Vector Machine. - Jack Lanchantin, Ji Gao:
Exploring the Naturalness of Buggy Code with Recurrent Neural Networks. - Mingyuan Jiu, Hichem Sahbi:
Learning Deep Context-Network Architectures for Image Annotation. - Sudin Kadam, Ravi N. Banavar:
Modelling and controllability of the motion of a slender, flexible micro-swimmer. - Marco Malinverno, Giuseppe Avino, Francesco Malandrino, Claudio Casetti, Carla-Fabiana Chiasserini, Salvatore Scarpina:
Performance Analysis of C-V2I-based Automotive Collision Avoidance. - Weizhe Liu, Krzysztof Lis, Mathieu Salzmann, Pascal Fua:
Geometric and Physical Constraints for Head Plane Crowd Density Estimation in Videos. - Mudasir Ahmad Wani, Suraiya Jabin, Ghulam Yazdani, Nehaluddin Ahmad:
Sneak into Devil's Colony- A study of Fake Profiles in Online Social Networks and the Cyber Law. - Barbara Bruno, Nak Young Chong, Hiroko Kamide, Sanjeev Kanoria, Jaeryoung Lee, Yuto Lim, Amit Kumar Pandey, Chris Papadopoulos, Irena Papadopoulos, Federico Pecora, Alessandro Saffiotti, Antonio Sgorbissa:
Paving the Way for Culturally Competent Robots: a Position Paper. - Giovanni Interdonato, Pål K. Frenger, Erik G. Larsson:
Utility-based Downlink Pilot Assignment in Cell-Free Massive MIMO. - Elena Pastorelli, Pier Stanislao Paolucci, Francesco Simula, Andrea Biagioni, Fabrizio Capuani, Paolo Cretaro, Giulia De Bonis, Francesca Lo Cicero, Alessandro Lonardo, Michele Martinelli, Luca Pontisso, Piero Vicini, Roberto Ammendola:
Gaussian and exponential lateral connectivity on distributed spiking neural network simulation. - Isma Hadji, Richard P. Wildes:
What Do We Understand About Convolutional Networks? - Daniele Ravì, Agnieszka Barbara Szczotka, Dzhoshkun Ismail Shakir, Stephen P. Pereira, Tom Vercauteren:
Effective deep learning training for single-image super-resolution in endomicroscopy exploiting video-registration-based reconstruction. - Dan Alistarh, Christopher De Sa, Nikola Konstantinov:
The Convergence of Stochastic Gradient Descent in Asynchronous Shared Memory. - Yapeng Tian, Jing Shi, Bochen Li, Zhiyao Duan, Chenliang Xu:
Audio-Visual Event Localization in Unconstrained Videos. - Feichen Shen, David W. Larson, James M. Naessens, Elizabeth B. Habermann, Hongfang Liu, Sunghwan Sohn:
Detection of Surgical Site Infection Utilizing Automated Feature Generation in Clinical Notes. - Nicola Pellicanò, Sylvie Le Hégarat-Mascle, Emanuel Aldea:
2CoBel : An Efficient Belief Function Extension for Two-dimensional Continuous Spaces. - Chiara Boldrini, Mustafa Toprak, Marco Conti, Andrea Passarella:
Twitter and the Press: an Ego-Centred Analysis. - Enno Hermann, Sharon Goldwater:
Multilingual bottleneck features for subword modeling in zero-resource languages. - Giuseppe Inturri, Nadia Giuffrida, Matteo Ignaccolo, Michela Le Pira, Alessandro Pluchino, Andrea Rapisarda:
Testing demand responsive shared transport services via agent-based simulations. - Grzegorz Chrupala, Lieke Gelderloos, Ákos Kádár, Afra Alishahi:
On the difficulty of a distributional semantics of spoken language. - Chris Fields, James F. Glazebrook:
A mosaic of Chu spaces and Channel Theory with applications to Object Identification and Mereological Complexity. - Edward Hughes, Joel Z. Leibo, Matthew G. Philips, Karl Tuyls, Edgar A. Duéñez-Guzmán, Antonio García Castañeda, Iain Dunning, Tina Zhu, Kevin R. McKee, Raphael Koster, Heather Roff, Thore Graepel:
Inequity aversion resolves intertemporal social dilemmas. - Laura Giordano, Daniele Theseider Dupré:
Defeasible Reasoning in SROEL: from Rational Entailment to Rational Closure. - Ngoc-Trung Tran, Tuan-Anh Bui, Ngai-Man Cheung:
Generative Adversarial Autoencoder Networks. - Bernd Finkbeiner, Hazem Torfah:
The Density of Linear-time Properties. - Somak Aditya, Yezhou Yang, Chitta Baral:
Explicit Reasoning over End-to-End Neural Architectures for Visual Question Answering. - Hang Zhang, Kristin J. Dana, Jianping Shi, Zhongyue Zhang, Xiaogang Wang, Ambrish Tyagi, Amit Agrawal:
Context Encoding for Semantic Segmentation. - Jan Bednarík, Pascal Fua, Mathieu Salzmann:
Learning Shape-from-Shading for Deformable Surfaces. - Dilek Küçük, Fazli Can:
Stance Detection on Tweets: An SVM-based Approach. - Dan Alistarh, Zeyuan Allen-Zhu, Jerry Li:
Byzantine Stochastic Gradient Descent. - Chao Yang, Yuhang Song, Xiaofeng Liu, Qingming Tang, C.-C. Jay Kuo:
Image Inpainting using Block-wise Procedural Training with Annealed Adversarial Counterpart. - Nathaniel Chodosh, Chaoyang Wang, Simon Lucey:
Deep Convolutional Compressed Sensing for LiDAR Depth Completion. - Mahmoud Assran, Michael G. Rabbat:
Asynchronous Subgradient-Push. - Yan Leng, Dominiquo Santistevan, Alex Pentland:
Familiar Strangers: the Collective Regularity in Human Behaviors. - Cécilia Pradic, Colin Riba:
A Curry-Howard Approach to Church's Synthesis. - Lu Feng, Mahsa Ghasemi, Kai-Wei Chang, Ufuk Topcu:
Counterexamples for Robotic Planning Explained in Structured Language. - Alexis J. Vallarella, Hernan Haimovich:
State measurement error-to-state stability results based on approximate discrete-time models. - Tim Hwang:
Computational Power and the Social Impact of Artificial Intelligence. - Yu-An Chung, James R. Glass:
Speech2Vec: A Sequence-to-Sequence Framework for Learning Word Embeddings from Speech. - Manoel Horta Ribeiro, Pedro H. Calais, Yuri A. Santos, Virgílio A. F. Almeida, Wagner Meira Jr.:
Characterizing and Detecting Hateful Users on Twitter. - Bokai Cao:
Broad Learning for Healthcare. - Chenguang Lu:
From Shannon's Channel to Semantic Channel via New Bayes' Formulas for Machine Learning. - Anton V. Proskurnikov, Manuel Mazo Jr.:
Lyapunov Event-triggered Stabilization with a Known Convergence Rate. - James Garnett, Elizabeth Bradley:
Unix Memory Allocations are Not Poisson. - Wei Jiang, Zhaoxia Peng, Ahmed Rahmani, Wei Hu, Guoguang Wen:
Distributed consensus of linear MASs with an unknown leader via a predictive extended state observer considering input delay and disturbances. - Patrick Huber, Jan Niehues, Alex Waibel:
Automated Evaluation of Out-of-Context Errors. - Bokai Cao, Lei Zheng, Chenwei Zhang, Philip S. Yu, Andrea Piscitello, John Zulueta, Olu Ajilore, Kelly Ryan, Alex D. Leow:
DeepMood: Modeling Mobile Phone Typing Dynamics for Mood Detection. - Haotian Zhang, Gordon V. Cormack, Maura R. Grossman, Mark D. Smucker:
Evaluating Sentence-Level Relevance Feedback for High-Recall Information Retrieval. - Wei Jiang, Zhaoxia Peng, Guoguang Wen, Ahmed Rahmani:
A unified framework of fully distributed adaptive output time-varying formation control for linear multi-agent systems: an observer viewpoint. - Antonis Anastasopoulos, David Chiang:
Leveraging translations for speech transcription in low-resource settings. - Amir Barati Farimani, Joseph Gomes, Rishi Sharma, Franklin L. Lee, Vijay S. Pande:
Deep Learning Phase Segregation. - Maksym Kholiavchenko:
Iterative Low-Rank Approximation for CNN Compression. - David Friedlander:
Pattern Analysis with Layered Self-Organizing Maps. - Chuhang Zou, Alex Colburn, Qi Shan, Derek Hoiem:
LayoutNet: Reconstructing the 3D Room Layout from a Single RGB Image. - Yang Yu, Vincent Ng:
WikiRank: Improving Keyphrase Extraction Based on Background Knowledge. - Craig Sherstan, Marlos C. Machado, Patrick M. Pilarski:
Accelerating Learning in Constructive Predictive Frameworks with the Successor Representation. - Kunal Relia, Mohammad Akbari, Dustin Duncan, Rumi Chunara:
Socio-spatial Self-organizing Maps: Using Social Media to Assess Relevant Geographies for Exposure to Social Processes. - Chuanhao Zhuge, Xinheng Liu, Xiaofan Zhang, Sudeep Gummadi, Jinjun Xiong, Deming Chen:
Face Recognition with Hybrid Efficient Convolution Algorithms on FPGAs. - Sara Ericsson, Eduard Enoiu:
Combinatorial Modeling and Test Case Generation for Industrial Control Software using ACTS. - Laura Radaelli, Piotr Sapiezynski, Florimond Houssiau, Erez Shmueli, Yves-Alexandre de Montjoye:
Quantifying Surveillance in the Networked Age: Node-based Intrusions and Group Privacy. - Timnit Gebru, Jamie Morgenstern, Briana Vecchione, Jennifer Wortman Vaughan, Hanna M. Wallach, Hal Daumé III, Kate Crawford:
Datasheets for Datasets. - Nitin Jonathan Myers, Robert W. Heath Jr.:
Message passing-based joint CFO and channel estimation in millimeter wave systems with one-bit ADCs. - Xi Yin, Xiang Yu, Kihyuk Sohn, Xiaoming Liu, Manmohan Chandraker:
Feature Transfer Learning for Deep Face Recognition with Long-Tail Data. - Yuxuan Wang, Daisy Stanton, Yu Zhang, R. J. Skerry-Ryan, Eric Battenberg, Joel Shor, Ying Xiao, Fei Ren, Ye Jia, Rif A. Saurous:
Style Tokens: Unsupervised Style Modeling, Control and Transfer in End-to-End Speech Synthesis. - Geoffrey Sanders, Roger Pearce, Timothy La Fond, Jeremy Kepner:
On Large-Scale Graph Generation with Validation of Diverse Triangle Statistics at Edges and Vertices. - Weiqiao Han, Russ Tedrake:
Convex Optimization of Nonlinear State Feedback Controllers for Discrete-time Polynomial Systems via Occupation Measures. - Alex Zihao Zhu, Yibo Chen, Kostas Daniilidis:
Realtime Time Synchronized Event-based Stereo. - Juan-Pablo Afman, Laurent Ciarletta, Eric Feron, John Franklin, Thomas Gurriet, Eric N. Johnson:
Towards a New Paradigm of UAV Safety. - Bolin Ding, Harsha Nori, Paul Li, Joshua Allen:
Comparing Population Means under Local Differential Privacy: with Significance and Power. - Pawel Szalachowski:
Towards More Reliable Bitcoin Timestamps. - Sébastien Forestier:
Blockclique: scaling blockchains through transaction sharding in a multithreaded block graph. - Anyi Rao, Francis C. M. Lau:
Automatic Music Accompanist. - Weixuan Tang, Bin Li, Shunquan Tan, Mauro Barni, Jiwu Huang:
CNN Based Adversarial Embedding with Minimum Alteration for Image Steganography. - R. J. Skerry-Ryan, Eric Battenberg, Ying Xiao, Yuxuan Wang, Daisy Stanton, Joel Shor, Ron J. Weiss, Rob Clark, Rif A. Saurous:
Towards End-to-End Prosody Transfer for Expressive Speech Synthesis with Tacotron. - Mengye Ren, Wenyuan Zeng, Bin Yang, Raquel Urtasun:
Learning to Reweight Examples for Robust Deep Learning. - Jianjie Lu, Raymond K. Y. Tong:
Encoding Accelerometer Signals as Images for Activity Recognition Using Residual Neural Network. - Bingyao Huang, Samed Ozdemir, Ying Tang, Haibin Ling:
A Single-shot Camera-Projector Calibration System For Imperfect Planar Targets. - Wenhao Ding, Liang He:
MTGAN: Speaker Verification through Multitasking Triplet Generative Adversarial Networks. - Alexandros-Apostolos A. Boulogeorgos, Angeliki Alexiou, Thomas Merkle, Colja Schubert, Robert Elschner, Alexandros Katsiotis, Panagiotis Stavrianos, Dimitrios Kritharidis, Panteleimon-Konstantinos Chartsias, Joonas Kokkoniemi, Markku J. Juntti, Janne J. Lehtomäki, António L. J. Teixeira, Francisco Rodrigues:
Terahertz Technologies to Deliver Optical Network Quality of Experience in Wireless Systems Beyond 5G. - Julien Tissier, Amaury Habrard, Christophe Gravier:
Near-lossless Binarization of Word Embeddings. - Yi Tay, Luu Anh Tuan, Siu Cheung Hui:
Multi-range Reasoning for Machine Comprehension. - Lei Sang, Min Xu, Shengsheng Qian, Xindong Wu:
AAANE: Attention-based Adversarial Autoencoder for Multi-scale Network Embedding. - Alexandros-Apostolos A. Boulogeorgos, Nestor D. Chatzidiamantis, George K. Karagiannidis:
Spectrum Sensing with Multiple Primary Users over Fading Channels. - Dimitrios S. Karas, Alexandros-Apostolos A. Boulogeorgos, George K. Karagiannidis:
Physical Layer Security in the Presence of Interference. - Christos Christodoulopoulos, Arpit Mittal:
Simple Large-scale Relation Extraction from Unstructured Text. - Concetto Spampinato, Sergio Palazzo, Salvatore D'Oro, Francesca Murabito, Daniela Giordano, Mubarak Shah:
VOS-GAN: Adversarial Learning of Visual-Temporal Dynamics for Unsupervised Dense Prediction in Videos. - Mathijs Pieters, Marco A. Wiering:
Comparing Generative Adversarial Network Techniques for Image Creation and Modification. - Chris Martens, Eric Butler, Joseph C. Osborn:
A Resourceful Reframing of Behavior Trees. - Nanjangud C. Narendra, Sambit Nayak, Anshu Shukla:
Managing Large-Scale Transient Data in IoT Systems. - Sowmya Vajjala:
Machine Learning and Applied Linguistics. - Francesco Alessandro Massucci, Domingo Docampo:
Measuring the academic reputation through citation networks via PageRank. - Ran Luo, Tianjia Shao, Huamin Wang, Weiwei Xu, Kun Zhou, Yin Yang:
DeepWarp: DNN-based Nonlinear Deformation. - Sergio Barrachina-Muñoz, Francesc Wilhelmi, Boris Bellalta:
To overlap or not to overlap: Enabling Channel Bonding in High Density WLANs. - Armin Galetzka, Zeger Bontinck, Ulrich Römer, Sebastian Schöps:
A multilevel Monte Carlo method for high-dimensional uncertainty quantification of low-frequency electromagnetic devices. - Yifei Huang, Minjie Cai, Zhenqiang Li, Yoichi Sato:
Predicting Gaze in Egocentric Video by Learning Task-dependent Attention Transition. - Zheng Qin, Zhaoning Zhang, Shiqing Zhang, Hao Yu, Yuxing Peng:
Merging and Evolution: Improving Convolutional Neural Networks for Mobile Applications. - Xiaobin Chang, Timothy M. Hospedales, Tao Xiang:
Multi-Level Factorisation Net for Person Re-Identification. - Matthew Collins, Amir Karami:
Social Media Analysis For Organizations: Us Northeastern Public And State Libraries Case Study. - Frank Webb, Amir Karami, Vanessa Kitzie:
Characterizing Diseases and disorders in Gay Users' tweets. - Gabriel Spadon, Bruno Brandoli Machado, Danilo Medeiros Eler, José Fernando Rodrigues Jr.:
A distance-based tool-set to track inconsistent urban structures through complex-networks. - Qizhen Li, Jie Gao, Jinming Wen, Xiaohu Tang, Lian Zhao, Limin Sun:
SMDP-based Downlink Packet Scheduling Scheme for Solar Energy Assisted Heterogeneous Networks. - Benjamin Finley, Tapio Soikkeli:
Mobile Device Type Substitution. - Yuan Gong, Christian Poellabauer:
An Overview of Vulnerabilities of Voice Controlled Systems. - Tegjyot Singh Sethi, Mehmed M. Kantardzic:
Handling Adversarial Concept Drift in Streaming Data. - Tegjyot Singh Sethi, Mehmed M. Kantardzic, Lingyu Lyu, Jiashun Chen:
A Dynamic-Adversarial Mining Approach to the Security of Machine Learning. - Tegjyot Singh Sethi, Mehmed M. Kantardzic, Joung Woo Ryu:
Security Theater: On the Vulnerability of Classifiers to Exploratory Attacks. - Sameer Bansal, Herman Kamper, Karen Livescu, Adam Lopez, Sharon Goldwater:
Low-Resource Speech-to-Text Translation. - Renata Khasanova, Jan Wassenberg, Jyrki Alakuijala:
Noise generation for compression algorithms. - Phil Weir, Roland Ellerweg, Stephen J. Payne, Dominic Reuter, Tuomas Alhonnoro, Philip Voglreiter, Panchatcharam Mariappan, Mika Pollari, Chang-Sub Park, Peter Voigt, Tim van Oostenbrugge, Sebastian Fischer, Peter Kalmar, Jurgen J. Fütterer, Philipp Stiegler, Stephan Zangos, Ronan Flanagan, Michael Moche, Marina Kolesnik:
Go-Smart: Open-Ended, Web-Based Modelling of Minimally Invasive Cancer Treatments via a Clinical Domain Approach. - Xueyang Kang, Yinglong Fen:
3D Reconstruction & Assessment Framework based on affordable 2D Lidar. - Hayoon Yi, Gyuwan Kim, Jangho Lee, Sunwoo Ahn, Younghan Lee, Sungroh Yoon, Yunheung Paek:
Extended Abstract: Mimicry Resilient Program Behavior Modeling with LSTM based Branch Models. - Snehashis Roy, John A. Butman, Daniel S. Reich, Peter A. Calabresi, Dzung L. Pham:
Multiple Sclerosis Lesion Segmentation from Brain MRI via Fully Convolutional Neural Networks. - Alex Dickson, Simone Tonin:
An Introduction to Imperfect Competition via Bilateral Oligopoly. - Andreas Rössler, Davide Cozzolino, Luisa Verdoliva, Christian Riess, Justus Thies, Matthias Nießner:
FaceForensics: A Large-scale Video Dataset for Forgery Detection in Human Faces. - Sicheng Zhao, Bichen Wu, Joseph Gonzalez, Sanjit A. Seshia, Kurt Keutzer:
Unsupervised Domain Adaptation: from Simulation Engine to the RealWorld. - Yu-Siang Wang, Chenxi Liu, Xiaohui Zeng, Alan L. Yuille:
Scene Graph Parsing as Dependency Parsing. - Hengtao He, Chao-Kai Wen, Shi Jin:
Bayesian Optimal Data Detector for Hybrid mmWave MIMO-OFDM Systems with Low-Resolution ADCs. - Hae Sol Lee, Muhammad Ejaz Ahmed, Dong In Kim:
Optimal Spectrum Sensing Policy with Traffic Classification in RF-Powered CRNs. - Mariya I. Vasileva, Bryan A. Plummer, Krishna Dusad, Shreya Rajpal, Ranjitha Kumar, David A. Forsyth:
Learning Type-Aware Embeddings for Fashion Compatibility. - Pin Wang, Ching-Yao Chan, Hanhan Li:
Maneuver Control based on Reinforcement Learning for Automated Vehicles in An Interactive Environment. - Joel Ruben Antony Moniz, Christopher Beckham, Simon Rajotte, Sina Honari, Christopher J. Pal:
Unsupervised Depth Estimation, 3D Face Rotation and Replacement. - Pin Wang, Ching-Yao Chan:
Autonomous Ramp Merge Maneuver Based on Reinforcement Learning with Continuous Action Space. - Jing Zhang, Wanqing Li, Philip Ogunbona:
Unsupervised Domain Adaptation: A Multi-task Learning-based Method. - Jing Zhang, Zewei Ding, Wanqing Li, Philip Ogunbona:
Importance Weighted Adversarial Nets for Partial Domain Adaptation. - Vinith Misra, Sumit Bhatia:
Bernoulli Embeddings for Graphs. - Dong-Qing Zhang:
Image Recognition Using Scale Recurrent Neural Networks. - Jia Liu, Tanping Zhou, Zhuo Zhang, Yan Ke, Yu Lei, Minqing Zhang, Xiaoyuan Yang:
Digital Cardan Grille: A Modern Approach for Information Hiding. - Ali A. Nasir, Hoang Duong Tuan, Trung Quang Duong, Mérouane Debbah:
Nonorthogonal Multiple Access for Beamforming in Energy-Harvesting Enabled Networks. - Farid Feyzi, Saeed Parsa:
Kernel-based Detection of Coincidentally Correct Test Cases to Improve Fault Localization Effectiveness. - Johannes Lengler:
A General Dichotomy of Evolutionary Algorithms on Monotone Functions. - Zia Hasan, Sebastian Fischer:
Pay More Attention - Neural Architectures for Question-Answering. - Svetlana Matculevich, Monika Wolfmayr:
On the a posteriori error analysis for linear Fokker-Planck models in convection-dominated diffusion problems. - Avigail Stekel, Merav Chkroun, Amos Azaria:
Goldbach's Function Approximation Using Deep Learning. - Muhsen Hammoud, Abid Abdelouahab:
LTE-advanced simulation framework based on OMNeT++. - Bruno Messias Farias de Resende, Bruno Well Dantas Morais:
A theory of the phenomenology of Multipopulation Genetic Algorithm with an application to the Ising model. - Dezhi Peng, Zikai Sun, Zirong Chen, Zirui Cai, Lele Xie, Lianwen Jin:
Detecting Heads using Feature Refine Net and Cascaded Multi-scale Architecture. - Daniël Vos, Leon Overweel, Wouter Raateland, Jelle Vos, Matthijs Bijman, Max Pigmans, Zekeriya Erkin:
DEFenD: A Secure and Privacy-Preserving Decentralized System for Freight Declaration. - Richard John Preen, Jim E. Smith:
Evolutionary n-level Hypergraph Partitioning with Adaptive Coarsening. - Kangxue Yin, Hui Huang, Daniel Cohen-Or, Hao (Richard) Zhang:
P2P-NET: Bidirectional Point Displacement Network for Shape Transform. - Navneet Pratap Singh, Kapil Ahuja:
Stability Analysis of Inexact Solves in Moment Matching based Model Reduction. - Bernd Finkbeiner, Hazem Torfah:
Synthesizing Skeletons for Reactive Systems. - Austin C. Kozlowski, Matt Taddy, James A. Evans:
The Geometry of Culture: Analyzing Meaning through Word Embeddings. - Di Chen, Mordecai J. Golin:
Minmax Centered k-Partitioning of Trees and Applications to Sink Evacuation with Dynamic Confluent Flows. - Paolo Pistone:
Proof nets and the instantiation overflow property. - Mojtaba Ahmadi Almasi, Hani Mehrpouyan, Vida Vakilian, Nader Behdad, Hamid Jafarkhani:
A New Reconfigurable Antenna MIMO Architecture for mmWave Communication. - Ahlem Melakhessou, Nuh Aydin, Kenza Guenda:
ℤq(ℤq+uℤq)-Linear Skew Constacyclic Codes. - Loet Leydesdorff:
Diversity and Interdisciplinarity: How Can One Distinguish and Recombine Disparity, Variety, and Balance? - Dustin G. Mixon, Soledad Villar:
SUNLayer: Stable denoising with generative networks. - Yinda Zhang, Thomas A. Funkhouser:
Deep Depth Completion of a Single RGB-D Image. - Jiong Zhang, Qi Lei, Inderjit S. Dhillon:
Stabilizing Gradients for Deep Neural Networks via Efficient SVD Parameterization. - Xingyi Zhou, Arjun Karpur, Linjie Luo, Qixing Huang:
StarMap for Category-Agnostic Keypoint and Viewpoint Estimation. - Omri Koshorek, Adir Cohen, Noam Mor, Michael Rotman, Jonathan Berant:
Text Segmentation as a Supervised Learning Task. - Giles Tetteh, Velizar Efremov, Nils D. Forkert, Matthias Schneider, Jan Kirschke, Bruno Weber, Claus Zimmer, Marie Piraud, Bjoern H. Menze:
DeepVesselNet: Vessel Segmentation, Centerline Prediction, and Bifurcation Detection in 3-D Angiographic Volumes. - Gregory Michael Price:
DMTCP Checkpoint/Restart of MPI Programs via Proxies. - Dylan J. Foster, Satyen Kale, Haipeng Luo, Mehryar Mohri, Karthik Sridharan:
Logistic Regression: The Importance of Being Improper. - Thodoris Lykouris, Vahab S. Mirrokni, Renato Paes Leme:
Stochastic bandits robust to adversarial corruptions. - Giacomo Tarroni, Ozan Oktay, Wenjia Bai, Andreas Schuh, Hideaki Suzuki, Jonathan Passerat-Palmbach, Ben Glocker, Paul M. Matthews, Daniel Rueckert:
Learning-Based Quality Control for Cardiac MR Images. - Bart Jacobs, David Sprunger:
Neural Nets via Forward State Transformation and Backward Loss Transformation. - Chi Jin, Lydia T. Liu, Rong Ge, Michael I. Jordan:
Minimizing Nonconvex Population Risk from Rough Empirical Risk. - Lingfeng Zhang, Pengfei Dou, Ioannis A. Kakadiaris:
A Face Recognition Signature Combining Patch-based Features with Soft Facial Attributes. - Haris E. Psillakis:
PI Consensus Error Transformation for Adaptive Cooperative Control of Nonlinear Multi-Agent Systems. - Talha Manzoor:
Towards a Cybernetic Foundation for Natural Resource Governance. - Sushmita Gupta, Pranabendu Misra, Saket Saurabh, Meirav Zehavi:
Popular Matching in Roommates Setting is NP-hard. - Ziyu Yao, Daniel S. Weld, Wei-Peng Chen, Huan Sun:
StaQC: A Systematically Mined Question-Code Dataset from Stack Overflow. - Brendan Duke, Graham W. Taylor:
Generalized Hadamard-Product Fusion Operators for Visual Question Answering. - Harrison Nguyen, Richard W. Morris, Anthony W. Harris, Mayuresh S. Korgoankar, Fabio Ramos:
Removing scanner biases using Generative Adversarial Networks. - Tb. Ai Munandar, Azhari, Aina Musdholifah, Lincolin Arsyad:
Multiview Hierarchical Agglomerative Clustering for Identification of Development Gap and Regional Potential Sector. - Michael Teti, Elan Barenholtz, Shawn Martin, William Edward Hahn:
A Systematic Comparison of Deep Learning Architectures in an Autonomous Vehicle. - Anik Islam, Arifa Akter, Bayzid Ashik Hossain:
HomeGuard: A Smart System to Deal with the Emergency Response of Domestic Violence Victims. - Ritesh Kumar, Aishwarya N. Reganti, Akshit Bhatia, Tushar Maheshwari:
Aggression-annotated Corpus of Hindi-English Code-mixed Data. - Ye Yao, Weitong Hu, Wei Zhang, Ting Wu, Yun-Qing Shi:
Distinguishing Computer-generated Graphics from Natural Images Based on Sensor Pattern Noise and Deep Learning. - Ritesh Kumar, Bornini Lahiri, Deepak Alok, Atul Kr. Ojha, Mayank Jain, Abdul Basit, Yogesh Dawer:
Automatic Identification of Closely-related Indian Languages: Resources and Experiments. - Haisheng Xu, Chen Gong, Xiaodong Wang:
Efficient File Delivery for Coded Prefetching in Shared Cache Networks with Multiple Requests Per User. - Sachin Kumar, Sumita Mishra, Pooja Khanna, Pragya:
Precision Sugarcane Monitoring Using SVM Classifier. - Nati Ofir:
Deep Faster Detection of Faint Edges in Noisy Images. - Makoto Naruse, Takatomo Mihana, Hirokazu Hori, Hayato Saigo, Kazuya Okamura, Mikio Hasegawa, Atsushi Uchida:
Scalable photonic reinforcement learning by time-division multiplexing of laser chaos. - Andreas Schwierz, Håkan Forsberg:
Design Assurance Evaluation of Microcontrollers for safety critical Avionics. - Suthee Ruangwises, Toshiya Itoh:
Unpopularity Factor in the Marriage and Roommates Problems. - Haihua Lu, Hai Xu, Li Zhang, Yong Zhao:
Cascaded multi-scale and multi-dimension convolutional neural network for stereo matching. - Sota Shoman, Tomohiro Mashita, Alexander Plopski, Photchara Ratsamee, Yuki Uranishi, Haruo Takemura:
REST: Real-to-Synthetic Transform for Illumination Invariant Camera Localization. - Linchao Bao, Baoyuan Wu, Wei Liu:
CNN in MRF: Video Object Segmentation via Inference in A CNN-Based Higher-Order Spatio-Temporal MRF. - Zheng Hui, Xiumei Wang, Xinbo Gao:
Fast and Accurate Single Image Super-Resolution via Information Distillation Network. - Shubham Krishna, Romain Billot, Nicolas Jullien:
A clustering approach to infer Wikipedia contributors' profile. - (Withdrawn) Regularizing Deep Hashing Networks Using GAN Generated Fake Images.
- Shanyun Liu, Rui She, Shuo Wan, Pingyi Fan, Yunquan Dong:
A Switch to the Concern of User: Importance Coefficient in Utility Distribution and Message Importance Measure. - Boussad Addad, Jérôme Kodjabachian, Christophe Meyer:
Clipping free attacks against artificial neural networks. - Uzair Nadeem, Syed Afaq Ali Shah, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel:
Image Set Classification for Low Resolution Surveillance. - Uri Alon, Meital Zilberstein, Omer Levy, Eran Yahav:
code2vec: Learning Distributed Representations of Code. - Huangjie Yu, Guli Zhang, Yuanxi Ma, Yingliang Zhang, Jingyi Yu:
Semantic See-Through Rendering on Light Fields. - Elizaveta Rastorgueva-Foi, Mário Costa, Mike Koivisto, Kari Leppänen, Mikko Valkama:
User Positioning in mmW 5G Networks using Beam-RSRP Measurements and Kalman Filtering. - Petr A. Golovach, Dimitrios M. Thilikos:
Clustering to Given Connectivities. - Fadime Sener, Angela Yao:
Unsupervised Learning and Segmentation of Complex Activities from Video. - Jussi Hanhirova, Teemu Kämäräinen, Sipi Seppälä, Matti Siekkinen, Vesa Hirvisalo, Antti Ylä-Jääski:
Latency and Throughput Characterization of Convolutional Neural Networks for Mobile Computer Vision. - Filip Maric, Oliver Limoyo, Luka Petrovic, Ivan Petrovic, Jonathan Kelly:
Singularity Avoidance as Manipulability Maximization Using Continuous Time Gaussian Processes. - Georg Nawratil:
Alternative interpretation of the Plücker quadric's ambient space and its application. - Jack Valmadre, Luca Bertinetto, João F. Henriques, Ran Tao, Andrea Vedaldi, Arnold W. M. Smeulders, Philip H. S. Torr, Efstratios Gavves:
Long-term Tracking in the Wild: A Benchmark. - Ioan Filip, Daniel Curiac, Octavian Prostean, Iosif Szeidert:
A comparative study above two self-tuning controllers with application to the control of synchronous generator excitation system. - Steven de Oliveira, Virgile Prevosto, Peter Habermehl, Saddek Bensalem:
Left-eigenvectors are certificates of the Orbit Problem. - Jie Yang, Xi Yang, Shi Jin, Chao-Kai Wen, Michalis Matthaiou:
A Low-Resolution ADC Module Assisted Hybrid Beamforming Architecture for mmWave Communications. - Gonzalo Navarro, Nicola Prezza:
On the Approximation Ratio of Greedy Parsings. - Kristina Preuer, Philipp Renz, Thomas Unterthiner, Sepp Hochreiter, Günter Klambauer:
Fréchet ChemblNet Distance: A metric for generative models for molecules. - Matthias Sperber, Jan Niehues, Graham Neubig, Sebastian Stüker, Alex Waibel:
Self-Attentional Acoustic Models. - Gonzalo Navarro, Nicola Prezza:
Universal Compressed Text Indexing. - Eran Malach, Shai Shalev-Shwartz:
A Provably Correct Algorithm for Deep Learning that Actually Works. - Verena Käfer, Daniel Graziotin, Ivan Bogicevic, Stefan Wagner, Jasmin Ramadani:
Poster: Communication in Open-Source Projects-End of the E-mail Era? - Jean-Baptiste Escudié, Alaa Saade, Alice Coucke, Marc Lelarge:
Deep Representation for Patient Visits from Electronic Health Records. - Zachary A. Pardos, Zihao Fan, Weijie Jiang:
Connectionist Recommendation in the Wild. - Shipra Sharma, Balwinder Sodhi:
SEAT: A Taxonomy to Characterize Automation in Software Engineering. - Iosif Szeidert, Octavian Prostean, Ioan Filip, Cristian Vasar:
Considerations Regarding the Flux Estimation in Induction Generator with Application at the Control of Unconventional Energetic Conversion Systems. - Ioan Filip, Octavian Prostean, Cristian Vasar, Iosif Szeidert:
Adaptive Fuzzy Controller for Synchronous Generator. - Uri Alon, Meital Zilberstein, Omer Levy, Eran Yahav:
A General Path-Based Representation for Predicting Program Properties. - Seong-Ho Kwon, Minh Hoang Trinh, Koog-Hwan Oh, Shiyu Zhao, Hyo-Sung Ahn:
Infinitesimal Weak Rigidity, Formation Control of Three Agents, and Extension to 3-dimensional Space. - Iosif Szeidert:
Comparative Study Regarding Control of Wind Energy Conversion Systems Based on the Usage of Classical and Adaptive Neuro Fuzzy Controllers. - Guang-Neng Hu, Xin-Yu Dai, Feng-Yu Qiu, Rui Xia, Tao Li, Shujian Huang, Jiajun Chen:
Collaborative Filtering with Topic and Social Latent Factors Incorporating Implicit Feedback. - Laurent Feuilloley, Juho Hirvonen:
Local verification of global proofs. - Leander Tentrup:
On Expansion and Resolution in CEGAR Based QBF Solving. - Ahmet Okutan, Shanchieh Jay Yang, Katie McConky:
Forecasting Cyber Attacks with Imbalanced Data Sets and Different Time Granularities. - Peter Faymonville, Bernd Finkbeiner, Leander Tentrup:
BoSy: An Experimentation Framework for Bounded Synthesis. - Meng Tang, Federico Perazzi, Abdelaziz Djelouah, Ismail Ben Ayed, Christopher Schroers, Yuri Boykov:
On Regularized Losses for Weakly-supervised CNN Segmentation. - Peter Faymonville, Bernd Finkbeiner, Markus N. Rabe, Leander Tentrup:
Encodings of Bounded Synthesis. - Jorge López, Natalia Kushik, Nina Yevtushenko:
Source Code Optimization using Equivalent Mutants. - Guillaume Bellec, Darjan Salaj, Anand Subramoney, Robert Legenstein, Wolfgang Maass:
Long short-term memory and Learning-to-learn in networks of spiking neurons. - Daniel Gonçalves, Lucas Isenmann:
Dushnik-Miller dimension of TD-Delaunay complexes. - Balthazar Bauer, Lucas Isenmann:
Discrete Morse theory for the collapsibility of supremum sections. - Nils Reimers, Iryna Gurevych:
Why Comparing Single Performance Scores Does Not Allow to Draw Conclusions About Machine Learning Approaches. - Cristian Vasar, Octavian Prostean, Ioan Filip, Iosif Szeidert:
Electrical energy prediction study case based on neural networks. - Alexandra Ferreron, Radhika Jagtap, Sascha Bischoff, Roxana Rusitoru:
Crossing the Architectural Barrier: Evaluating Representative Regions of Parallel HPC Applications. - Ioan Filip, Iosif Szeidert, Cristian Vasar:
Secure Web Access Control Algorithm. - Malte Ludewig, Dietmar Jannach:
Evaluation of Session-based Recommendation Algorithms. - Florian Scheidegger, Roxana Istrate, Giovanni Mariani, Luca Benini, Costas Bekas, A. Cristiano I. Malossi:
Efficient Image Dataset Classification Difficulty Estimation for Predicting Deep-Learning Accuracy. - Claudio Michaelis, Matthias Bethge, Alexander S. Ecker:
One-Shot Segmentation in Clutter. - Jan M. Kelner, Cezary Ziólkowski, Bogdan Uljasz:
Comparison of angular spread for 6 and 60 GHz based on 3GPP standard. - Jan M. Kelner, Cezary Ziólkowski, Bogdan Uljasz:
Evaluation of angular dispersion for various propagation environments in emerging 5G systems. - Jan M. Kelner, Cezary Ziólkowski:
Path loss model modification for various gains and directions of antennas. - Behnam Montazeri, Yilong Li, Mohammad Alizadeh, John K. Ousterhout:
Homa: A Receiver-Driven Low-Latency Transport Protocol Using Network Priorities. - Cezary Ziólkowski, Jan M. Kelner, Leszek Nowosielski:
Correlation properties of signal at mobile receiver for different propagation environments. - Yoav Kaempfer, Lior Wolf:
Learning the Multiple Traveling Salesmen Problem with Permutation Invariant Pooling Networks. - Jan M. Kelner, Bogdan Uljasz, Leszek Nowosielski:
BER measurements in the evaluation of operation correctness of VSAT modem traffic interfaces. - Thomas Hartmann, François Fouquet, Assaad Moawad, Romain Rouvoy, Yves Le Traon:
GreyCat: Efficient What-If Analytics for Data in Motion at Scale. - Ibrahim Omara, Hongzhi Zhang, Faqiang Wang, Wangmeng Zuo:
Metric Learning with Dynamically Generated Pairwise Constraints for Ear Recognition. - Mengnan Zhao, M. Devrim Kaba, René Vidal, Daniel P. Robinson, Enrique Mallada:
Sparse Recovery over Graph Incidence Matrices: Polynomial Time Guarantees and Location Dependent Performance. - Pei-Hsuan Lu, Pin-Yu Chen, Chia-Mu Yu:
On the Limitation of Local Intrinsic Dimensionality for Characterizing the Subspaces of Adversarial Examples. - Laurent Beaudou, Rick C. Brewster:
On the multipacking number of grid graphs. - Deepak P:
Unsupervised Separation of Transliterable and Native Words for Malayalam. - Thieu N. Vo, Sebastian Falkensteiner, Yi Zhang:
Formal Power Series Solutions of Algebraic Ordinary Differential Equations. - Marius Fehr, Thomas Schneider, Marcin Dymczyk, Jürgen Sturm, Roland Siegwart:
Visual-Inertial Teach and Repeat for Aerial Inspection. - Giovanni Mariani, Florian Scheidegger, Roxana Istrate, Costas Bekas, A. Cristiano I. Malossi:
BAGAN: Data Augmentation with Balancing GAN. - Chunbiao Zhu, Ge Li:
A multilayer backpropagation saliency detection algorithm and its applications. - Luigi Liquori, Claude Stolze:
The Delta-calculus: syntax and types. - Tianjian Chen, Maximilian Haas-Heger, Matei T. Ciocarlie:
Underactuated Hand Design Using Mechanically Realizable Manifolds. - Silverio Martínez-Fernández, Andreas Jedlitschka, Liliana Guzmán, Anna Maria Vollmer:
A Quality Model for Actionable Analytics in Rapid Software Development. - Laszlo B. Kish, Walter Daugherity:
Noise-based logic gates by operations on the reference system. - Sixue Gong, Vishnu Naresh Boddeti, Anil K. Jain:
On the Intrinsic Dimensionality of Face Representation. - Tianjian Chen, Matei T. Ciocarlie:
Grasping Unknown Objects with Proprioception Using a Series-Elastic-Actuated Gripper. - Frank Kammer, Andrej Sajenko:
Extra Space during Initialization of Succinct Data Structures and of Dynamical Initializable Arrays. - Hafsa Farooqi, Lorenzo Fagiano, Patrizio Colaneri:
On shrinking horizon move-blocking predictive control. - Christoph Benzmüller, Xavier Parent:
I/O Logic in HOL - First Steps. - Cem Eteke, Hayati Havlucu, Nisa Irem Kirbaç, Mehmet Cengiz Onbasli, Aykut Coskun, Terry Eskenazi, Oguzhan Özcan, Baris Akgün:
Flow From Motion: A Deep Learning Approach. - David Acuna, Huan Ling, Amlan Kar, Sanja Fidler:
Efficient Interactive Annotation of Segmentation Datasets with Polygon-RNN++. - Hironao Okamoto, Takayuki Nishio, Kota Nakashima, Yusuke Koda, Koji Yamamoto, Masahiro Morikura, Yusuke Asai, Ryo Miyatake:
Machine-Learning-Based Future Received Signal Strength Prediction Using Depth Images for mmWave Communications. - Martin Klein, Peter Broadwell, Sharon E. Farb, Todd Grappone:
Comparing Published Scientific Journal Articles to Their Pre-Print Versions - Extended Version. - Olivier Deiss, Siddharth Biswal, Jing Jin, Haoqi Sun, M. Brandon Westover, Jimeng Sun:
HAMLET: Interpretable Human And Machine co-LEarning Technique. - Roland Meyer, Sebastian Muskalla, Georg Zetzsche:
Bounded Context Switching for Valence Systems. - Olaoluwapo Ajala, Alejandro D. Domínguez-García, Peter W. Sauer, Daniel Liberzon:
A library of second-order models for synchronous machines. - Ioana Leustean, Natalia Moanga:
A many-sorted polyadic modal logic. - Nima Karimian, Zimu Guo, Fatemeh Tehranipoor, Damon L. Woodard, Mark M. Tehranipoor, Domenic Forte:
Secure and Reliable Biometric Access Control for Resource-Constrained Systems and IoT. - Edgar Covantes Osuna, Dirk Sudholt:
On the Runtime Analysis of the Clearing Diversity-Preserving Mechanism. - Arnab Bhattacharyya, Suprovat Ghoshal, Karthik C. S., Pasin Manurangsi:
Parameterized Intractability of Even Set and Shortest Vector Problem from Gap-ETH. - Nikolai Smolyanskiy, Alexey Kamenev, Stan Birchfield:
On the Importance of Stereo for Accurate Depth Estimation: An Efficient Semi-Supervised Deep Neural Network Approach. - Simon Suster, Walter Daelemans:
CliCR: A Dataset of Clinical Case Reports for Machine Reading Comprehension. - Wei Yang, Wanli Ouyang, Xiaolong Wang, Jimmy S. J. Ren, Hongsheng Li, Xiaogang Wang:
3D Human Pose Estimation in the Wild by Adversarial Learning. - Brent Schlotfeldt, Vasileios Tzoumas, Dinesh Thakur, George J. Pappas:
Resilient Active Information Gathering with Mobile Robots. - Fang Su, Jingyan Wang:
Domain transfer convolutional attribute embedding. - Inês Almeida, João Xavier:
DJAM: distributed Jacobi asynchronous method for learning personal models. - Tyler J. Gray, Andrew J. Reagan, Peter Sheridan Dodds, Christopher M. Danforth:
English verb regularization in books and tweets. - Andrew Jaegle, Oleh Rybkin, Konstantinos G. Derpanis, Kostas Daniilidis:
Predicting the Future with Transformational States. - Edgar Covantes Osuna, Dirk Sudholt:
Runtime Analysis of Probabilistic Crowding and Restricted Tournament Selection for Bimodal Optimisation. - Nikhilesh Sharma, Nicholas Mastronarde, Jacob Chakareski:
Structural Properties of Optimal Transmission Policies for Delay-Sensitive Energy Harvesting Wireless Sensors. - Daniel Karapetyan, Andrew J. Parkes, Thomas Stützle:
Algorithm Configuration: Learning policies for the quick termination of poor performers. - Jingya Wang, Xiatian Zhu, Shaogang Gong, Wei Li:
Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-Identification. - Biplav Srivastava:
On Chatbots Exhibiting Goal-Directed Autonomy in Dynamic Environments. - Adnan Haider:
A Common Framework for Natural Gradient and Taylor based Optimisation using Manifold Theory. - Amritha Prasad, Han-Lim Choi, Shreyas Sundaram:
Min-Max Tours for Task Allocation to Heterogeneous Agents. - Kaylee Burns, Lisa Anne Hendricks, Trevor Darrell, Anna Rohrbach:
Women also Snowboard: Overcoming Bias in Captioning Models. - Linhong Zhu:
Demystifying Core Ranking in Pinterest Image Search. - Sefik Emre Eskimez, Ross K. Maddox, Chenliang Xu, Zhiyao Duan:
Generating Talking Face Landmarks from Speech. - Jesse A. Livezey, Kristofer E. Bouchard, Edward F. Chang:
Deep learning as a tool for neural data analysis: speech classification and cross-frequency coupling in human sensorimotor cortex. - Martin Fajcik, Marcela Zachariásová, Pavel Smrz:
Automation of Processor Verification Using Recurrent Neural Networks. - Evgeny Krivosheev, Fabio Casati, Boualem Benatallah:
Crowd-based Multi-Predicate Screening of Papers in Literature Reviews. - Deblin Bagchi, Peter Plantinga, Adam Stiff, Eric Fosler-Lussier:
Spectral feature mapping with mimic loss for robust speech recognition. - Leslie N. Smith:
A disciplined approach to neural network hyper-parameters: Part 1 - learning rate, batch size, momentum, and weight decay. - Ra'Fat Al-Msie'deen, Anas H. Blasi:
The Impact of the Object-Oriented Software Evolution on Software Metrics: The Iris Approach. - Ronald Kemker, Ryan Luu, Christopher Kanan:
Low-Shot Learning for the Semantic Segmentation of Remote Sensing Imagery. - Andrew Ortegaray, Robert C. Berwick, Matilde Marcolli:
Heat Kernel analysis of Syntactic Structures. - Kexin Rong, Clara E. Yoon, Karianne J. Bergen, Hashem Elezabi, Peter Bailis, Philip Alexander Levis, Gregory C. Beroza:
Locality-Sensitive Hashing for Earthquake Detection: A Case Study Scaling Data-Driven Science. - Luigi Asprino, Valerio Basile, Paolo Ciancarini, Valentina Presutti:
Empirical Analysis of Foundational Distinctions in the Web of Data. - Ahmed Fadhil:
A Conversational Interface to Improve Medication Adherence: Towards AI Support in Patient's Treatment. - Jiasen Lu, Jianwei Yang, Dhruv Batra, Devi Parikh:
Neural Baby Talk. - Tushar Nagarajan, Kristen Grauman:
Attributes as Operators. - Christoph Salge, Michael Cerny Green, Rodrigo Canaan, Julian Togelius:
Generative Design in Minecraft (GDMC), Settlement Generation Competition. - Qibin Hou, Ming-Ming Cheng, Jiang-Jiang Liu, Philip H. S. Torr:
WebSeg: Learning Semantic Segmentation from Web Searches. - Qibin Hou, Jiang-Jiang Liu, Ming-Ming Cheng, Ali Borji, Philip H. S. Torr:
Three Birds One Stone: A Unified Framework for Salient Object Segmentation, Edge Detection and Skeleton Extraction. - Kumar Akash, Wan-Lin Hu, Neera Jain, Tahira Reid:
A Classification Model for Sensing Human Trust in Machines Using EEG and GSR. - Senuri Wijenayake, Timothy Graham, Peter Christen:
A Decision Tree Approach to Predicting Recidivism in Domestic Violence. - Christoph Salge, Christian Guckelsberger, Rodrigo Canaan, Tobias Mahlmann:
Accelerating Empowerment Computation with UCT Tree Search. - Keze Wang, Xiaopeng Yan, Dongyu Zhang, Lei Zhang, Liang Lin:
Towards Human-Machine Cooperation: Self-supervised Sample Mining for Object Detection. - Mukul Agarwal:
Rate-distortion functions of non-stationary Markoff chains and their block-independent approximations. - Aldo Hernandez-Suarez, Gabriel Sanchez-Perez, Karina Toscano-Medina, Victor Martinez-Hernandez, Victor Sanchez, Héctor Pérez-Meana:
A Web Scraping Methodology for Bypassing Twitter API Restrictions. - Jie Yan, Zhang Yang, Aiqing Zhang, Zeyao Mo:
JSweep: A Patch-centric Data-driven Approach for Parallel Sweeps on Large-scale Meshes. - Shuang Li, Slawomir Bak, Peter Carr, Xiaogang Wang:
Diversity Regularized Spatiotemporal Attention for Video-based Person Re-identification. - Zheng Yang, Hang Lei:
Lolisa: Formal Syntax and Semantics for a Subset of the Solidity Programming Language. - Jay Aikat, Ilya Baldin, Mark Berman, Joe Breen, Richard R. Brooks, Prasad Calyam, Jeffrey S. Chase, Wallace Chase, Russ Clark, Chip Elliott, Jim Griffioen, Dijiang Huang, Julio Ibarra, Tom Lehman, Inder Monga, Abraham Matta, Christos Papadopoulos, Mike Reiter, Dipankar Raychaudhuri, Glenn Ricart, Robert Ricci, Paul Ruth, Ivan Seskar, Jerry Sobieski, Kobus van der Merwe, Kuang-Ching Wang, Tilman Wolf, Michael Zink:
The Future of CISE Distributed Research Infrastructure. - Jie Liu, Hao Zheng:
MLE-induced Likelihood for Markov Random Fields. - Chenglong Fu, Xiaojiang Du, Longfei Wu, Qiang Zeng, Amr Mohamed, Mohsen Guizani:
POKs Based Low Energy Authentication Scheme for Implantable Medical Devices. - Lipeng Ke, Ming-Ching Chang, Honggang Qi, Siwei Lyu:
Multi-Scale Structure-Aware Network for Human Pose Estimation. - Nicholas Dingwall, Christopher Potts:
Mittens: An Extension of GloVe for Learning Domain-Specialized Representations. - Nathan D. Cahill, Tyler L. Hayes, Renee T. Meinhold, John F. Hamilton:
Compassionately Conservative Balanced Cuts for Image Segmentation. - Liyan Sun, Zhiwen Fan, Xinghao Ding, Congbo Cai, Yue Huang, John W. Paisley:
A Divide-and-Conquer Approach to Compressed Sensing MRI. - Mojtaba Ahmadi Almasi, Hani Mehrpouyan, David Matolak, Cunhua Pan, Maged Elkashlan:
Reconfigurable Antenna Multiple Access for 5G mmWave Systems. - Zheng Qin, Zhaoning Zhang, Dongsheng Li, Yiming Zhang, Yuxing Peng:
Diagonalwise Refactorization: An Efficient Training Method for Depthwise Convolutions. - Tanvi Verma, Pradeep Varakantham, Hoong Chuin Lau:
Entropy Controlled Non-Stationarity for Improving Performance of Independent Learners in Anonymous MARL Settings. - Hung Q. Ngo:
Worst-Case Optimal Join Algorithms: Techniques, Results, and Open Problems. - Dasong Li, Jianbo Wang:
Image Semantic Transformation: Faster, Lighter and Stronger. - Jianlou Si, Honggang Zhang, Chun-Guang Li, Jason Kuen, Xiangfei Kong, Alex C. Kot, Gang Wang:
Dual Attention Matching Network for Context-Aware Feature Sequence based Person Re-Identification. - Feng Shu, Yaolu Qin, Riqing Chen, Ling Xu, Tong Shen, Siming Wan, Shi Jin, Jiangzhou Wang, Xiaohu You:
Directional Modulation: A Secure Solution to 5G and Beyond Mobile Networks. - Daming Zou, Jingjing Liang, Yingfei Xiong, Michael D. Ernst, Lu Zhang:
An Empirical Study of Fault Localization Families and Their Combinations. - Mustafa Abdul Jabbar, Mohammed A. Al Farhan, Noha Al-Harthi, Rui Chen, Rio Yokota, Hakan Bagci, David E. Keyes:
Extreme Scale FMM-Accelerated Boundary Integral Equation Solver for Wave Scattering. - Michael A. Bekos, Emilio Di Giacomo, Walter Didimo, Giuseppe Liotta, Fabrizio Montecchiani:
Universal Slope Sets for Upward Planar Drawings. - Nikolaos Melissinos, Aris Pagourtzis:
A Faster FPTAS for the Subset-Sums Ratio Problem. - Andy Zeng, Shuran Song, Stefan Welker, Johnny Lee, Alberto Rodriguez, Thomas A. Funkhouser:
Learning Synergies between Pushing and Grasping with Self-supervised Deep Reinforcement Learning. - Wenxia Guo, Jin Wang, Majun He, Xiaoqin Ren, Wenhong Tian, Qingxian Wang:
An Efficient Method to Transform SAT problems to Binary Integer Linear Programming Problem. - Roberto Maestre, Juan Ramón Duque, Alberto Rubio, Juan Arévalo:
Reinforcement Learning for Fair Dynamic Pricing. - Pierre Dellenbach, Aurélien Bellet, Jan Ramon:
Hiding in the Crowd: A Massively Distributed Algorithm for Private Averaging with Malicious Adversaries. - Ziling Heng, Cunsheng Ding, Zhengchun Zhou:
Minimal Linear Codes over Finite Fields. - Oliver Hohlfeld, Jan Rüth, Konrad Wolsing, Torsten Zimmermann:
Characterizing a Meta-CDN. - Laurent Bartholdi, Thibault Godin, Ines Klimann, Matthieu Picantin:
A new hierarchy for automaton semigroups. - Alberto Perez Veiga:
Applications of Artificial Intelligence to Network Security. - Matthias Sebastian Treder:
Cross-validation in high-dimensional spaces: a lifeline for least-squares models and multi-class LDA. - S. E. Pyatovsky, A. N. Serdyuchenko:
Manufacturing processes hardware and software development to implement innovative technologies of aircraft manufacturing facilities management. - Chengqing Li, Bingbing Feng, Jinhu Lü:
Cryptanalysis of a Chaotic Image Encryption Algorithm Based on Information Entropy. - Jawaherul Md. Alam, Michael A. Bekos, Martin Gronemann, Michael Kaufmann, Sergey Pupyrev:
On Dispersable Book Embeddings. - Minh-Tan Pham, Sébastien Lefèvre, Erchan Aptoula, Lorenzo Bruzzone:
Recent Developments from Attribute Profiles for Remote Sensing Image Classification. - Lei He, Guanghui Wang, Zhanyi Hu:
Learning Depth from Single Images with Deep Neural Network Embedding Focal Length. - Mário S. Alvim, Konstantinos Chatzikokolakis, Yusuke Kawamoto, Catuscia Palamidessi:
A Game-Theoretic Approach to Information-Flow Control via Protocol Composition. - Salman Faraji, Auke Jan Ijspeert:
Scalable closed-form trajectories for periodic and non-periodic human-like walking. - Jack W. Rae, Chris Dyer, Peter Dayan, Timothy P. Lillicrap:
Fast Parametric Learning with Activation Memorization. - Carl-Johan Hoel, Krister Wolff, Leo Laine:
Automated Speed and Lane Change Decision Making using Deep Reinforcement Learning. - Sabah S. Al-Fedaghi:
Privacy Things: Systematic Approach to Privacy and Personal Identifiable Information. - Johann Blieberger, Bernd Burgstaller:
Safe Non-blocking Synchronization in Ada 202x. - Tong Zhang, Wenming Zheng, Zhen Cui, Yang Li:
Tensor graph convolutional neural network. - Mathieu Garon, Denis Laurendeau, Jean-François Lalonde:
A Framework for Evaluating 6-DOF Object Trackers. - Bharath Bhushan Damodaran, Benjamin Kellenberger, Rémi Flamary, Devis Tuia, Nicolas Courty:
DeepJDOT: Deep Joint distribution optimal transport for unsupervised domain adaptation. - Sylvestre-Alvise Rebuffi, Hakan Bilen, Andrea Vedaldi:
Efficient parametrization of multi-domain deep neural networks. - Matan Atzmon, Haggai Maron, Yaron Lipman:
Point Convolutional Neural Networks by Extension Operators. - Guanjun Guo, Hanzi Wang, Yan Yan, Hong-Yuan Mark Liao, Bo Li:
A New Target-specific Object Proposal Generation Method for Visual Tracking. - Irfan Faizullabhoy, Aleksandra Korolova:
Facebook's Advertising Platform: New Attack Vectors and the Need for Interventions. - Markus D. Solbach, Stephen Voland, Jeff Edmonds, John K. Tsotsos:
Random Polyhedral Scenes: An Image Generator for Active Vision System Experiments. - Guanjun Guo, Hanzi Wang, Yan Yan, Jin Zheng, Bo Li:
A Fast Face Detection Method via Convolutional Neural Network. - Bernd Finkbeiner, Felix Klein:
Reactive Synthesis: Towards Output-Sensitive Algorithms. - Gregor Lenz, Sio-Hoi Ieng, Ryad Benosman:
Event-based Dynamic Face Detection and Tracking Based on Activity. - Szu-Jui Chen, Aswin Shanmugam Subramanian, Hainan Xu, Shinji Watanabe:
Building state-of-the-art distant speech recognition using the CHiME-4 challenge with a setup of speech enhancement baseline. - Alexandre Bône, Olivier Colliot, Stanley Durrleman:
Learning distributions of shape trajectories from longitudinal datasets: a hierarchical model on a manifold of diffeomorphisms. - David Ha, Jürgen Schmidhuber:
World Models. - Benjamin D. Horne, William Dron, Sara Khedr, Sibel Adali:
Sampling the News Producers: A Large News and Feature Data Set for the Study of the Complex Media Landscape. - Joe Bolt, Jules Hedges, Viktor Winschel:
The algebra of predicting agents. - Ke Wang, Junbo Zhang, Sining Sun, Yujun Wang, Fei Xiang, Lei Xie:
Investigating Generative Adversarial Networks based Speech Dereverberation for Robust Speech Recognition. - Beatrice Perez, Mirco Musolesi, Gianluca Stringhini:
You are your Metadata: Identification and Obfuscation of Social Media Users using Metadata Information. - Matthias Weber:
An extended type system with lambda-typed lambda-expressions. - Vadim Markovtsev, Waren Long:
Public Git Archive: a Big Code dataset for all. - Ke Wang, Junbo Zhang, Yujun Wang, Lei Xie:
Empirical Evaluation of Speaker Adaptation on DNN based Acoustic Model. - Daniel Wood, Noah J. Apthorpe, Nick Feamster:
Cleartext Data Transmissions in Consumer IoT Medical Devices. - Oran Sharon, Yaron Alpert:
Coupled IEEE 802.11ac and TCP Goodput improvement using Aggregation and Reverse Direction. - Maria-Florina Balcan, Travis Dick, Tuomas Sandholm, Ellen Vitercik:
Learning to Branch. - Gilles Barthe, Pedro R. D'Argenio, Bernd Finkbeiner, Holger Hermanns:
Facets of Software Doping. - Simon Hecker, Dengxin Dai, Luc Van Gool:
Learning Driving Models with a Surround-View Camera System and a Route Planner. - Oran Sharon, Yaron Alpert:
A New Aggregation based Scheduling method for rapidly changing IEEE 802.11ac Wireless channels. - Wieslaw Kopec, Radoslaw Nielek, Adam Wierzbicki:
Guidelines Towards Better Participation of Older Adults in Software Development Processes using a new SPIRAL Method and Participatory Approach. - Hamid Hoorfar, Alireza Bagheri:
A New Optimal Algorithm for Computing the Visibility Area of a simple Polygon from a Viewpoint. - Oran Sharon, Yaron Alpert:
MAC level Throughput comparison: 802.11ax vs. 802.11ac. - Vladislav Golyanik, Soshi Shimada, Kiran Varanasi, Didier Stricker:
HDM-Net: Monocular Non-Rigid 3D Reconstruction with Learned Deformation Model. - Tomas Petricek:
What we talk about when we talk about monads. - Gabriël Konat, Michael J. Steindorfer, Sebastian Erdweg, Eelco Visser:
PIE: A Domain-Specific Language for Interactive Software Development Pipelines. - Raffi Khatchadourian, Hidehiko Masuhara:
Proactive Empirical Assessment of New Language Feature Adoption via Automated Refactoring: The Case of Java 8 Default Methods. - Tetsuo Kamina, Tomoyuki Aotani:
Harmonizing Signals and Events with a Lightweight Extension to Java. - Fabio Niephaus, Tim Felgentreff, Tobias Pape, Robert Hirschfeld, Marcel Taeumel:
Live Multi-language Development and Runtime Environments. - Michael L. Van de Vanter, Chris Seaton, Michael Haupt, Christian Humer, Thomas Würthinger:
Fast, Flexible, Polyglot Instrumentation Support for Debuggers and other Tools. - Jan Stolarek, James Cheney:
Language-integrated provenance in Haskell. - Luís Eduardo de Souza Amorim, Michael J. Steindorfer, Eelco Visser:
Towards Zero-Overhead Disambiguation of Deep Priority Conflicts. - Boqing Zhu, Changjian Wang, Feng Liu, Jin Lei, Zengquan Lu, Yuxing Peng:
Learning Environmental Sounds with Multi-scale Convolutional Neural Network. - Zhaoming Dai:
An Application of Ubiquitous Video Services and Management Systems in Civil Defense. - Ashley D. Edwards, Laura Downs, James C. Davidson:
Forward-Backward Reinforcement Learning. - Fei Wang, Xilun Wu, Grégory M. Essertel, James M. Decker, Tiark Rompf:
Demystifying Differentiable Programming: Shift/Reset the Penultimate Backpropagator. - Keuntaek Lee, Kamil Saigol, Evangelos A. Theodorou:
Safe end-to-end imitation learning for model predictive control. - Roxana Istrate, Adelmo Cristiano Innocenza Malossi, Costas Bekas, Dimitrios S. Nikolopoulos:
Incremental Training of Deep Convolutional Neural Networks. - Cynthia Dwork, Vitaly Feldman:
Privacy-preserving Prediction. - Xiang Huang, Titus H. Klinge, James I. Lathrop, Xiaoyuan Li, Jack H. Lutz:
Real-Time Computability of Real Numbers by Chemical Reaction Networks. - Pasquale Grippa, Evsen Yanmaz, Paul Ladinig, Christian Bettstetter:
Guarded by Gamora: How Access Control Balances Out Waiting Times in Transport Systems. - Elizaveta Rebrova, Gustavo Chavez, Yang Liu, Pieter Ghysels, Xiaoye Sherry Li:
A Study of Clustering Techniques and Hierarchical Matrix Formats for Kernel Ridge Regression. - Mohamed Amine Ferrag, Leandros Maglaras, Abdelouahid Derhab, Athanasios V. Vasilakos, Stylianos Rallis, Helge Janicke:
Authentication schemes for Smart Mobile Devices: Threat Models, Countermeasures, and Open Research Issues. - Aavaas Gajurel, Sushil J. Louis, Daniel J. Mendez, Siming Liu:
Neuroevolution for RTS Micro. - Adithya Renduchintala, Shuoyang Ding, Matthew Wiesner, Shinji Watanabe:
Multi-Modal Data Augmentation for End-to-end ASR. - Jia Chen, Gang Wang, Yanning Shen, Georgios B. Giannakis:
Canonical Correlation Analysis of Datasets with a Common Source Graph. - Doris Xin, Litian Ma, Shuchen Song, Aditya G. Parameswaran:
How Developers Iterate on Machine Learning Workflows - A Survey of the Applied Machine Learning Literature. - Navin K. Adhikari, Sushil J. Louis, Siming Liu, Walker Spurgeon:
Co-evolving Real-Time Strategy Game Micro. - Rahul Dubey, Joseph Ghantous, Sushil J. Louis, Siming Liu:
Evolutionary Multi-objective Optimization of Real-Time Strategy Micro. - Josip Bozic, Lina Marsso, Radu Mateescu, Franz Wotawa:
A Formal TLS Handshake Model in LNT. 1-40 - Hubert Garavel, Lina Marsso:
Comparative Study of Eight Formal Specifications of the Message Authenticator Algorithm. 41-87 - Quentin L. Meunier, Yann Thierry-Mieg, Emmanuelle Encrenaz:
Modeling a Cache Coherence Protocol with the Guarded Action Language. 88-103 - Franco Mazzanti, Alessio Ferrari:
Ten Diverse Formal Models for a CBTC Automatic Train Supervision System. 104-149 - Ming-Deh A. Huang:
Trilinear maps for cryptography. - Robert Glück:
An Experiment in Ping-Pong Protocol Verification by Nondeterministic Pushdown Automata. 169-184 - Bernhard Beckert, Timo Bingmann, Moritz Kiefer, Peter Sanders, Mattias Ulbrich, Alexander Weigl:
Proving Equivalence Between Imperative and MapReduce Implementations Using Program Transformations. 185-199 - Elizaveta Sivak, Ivan Smirnov:
Gender Bias in Sharenting: Both Men and Women Mention Sons More Often Than Daughters on Social Media. - Tsung-Wei Ke, Jyh-Jing Hwang, Ziwei Liu, Stella X. Yu:
Adaptive Affinity Field for Semantic Segmentation. - Karthik Gopinath, Christian Desrosiers, Herve Lombaert:
Graph Convolutions on Spectral Embeddings: Learning of Cortical Surface Data. - Kathiravan Natarajan, Truong-Huy D. Nguyen, Mutlu Mete:
Hand Gesture Controlled Drones: An Open Source Library. - Huy V. Vo, Ngoc Q. K. Duong, Patrick Pérez:
Structural inpainting. - Asli Celikyilmaz, Antoine Bosselut, Xiaodong He, Yejin Choi:
Deep Communicating Agents for Abstractive Summarization. - Ervin Teng, Rui Huang, Bob Iannucci:
ClickBAIT-v2: Training an Object Detector in Real-Time. - Ranjay Krishna, Ines Chami, Michael S. Bernstein, Li Fei-Fei:
Referring Relationships. - Niangjun Chen, Gautam Goel, Adam Wierman:
Smoothed Online Convex Optimization in High Dimensions via Online Balanced Descent. - Hajime Taira, Masatoshi Okutomi, Torsten Sattler, Mircea Cimpoi, Marc Pollefeys, Josef Sivic, Tomás Pajdla, Akihiko Torii:
InLoc: Indoor Visual Localization with Dense Matching and View Synthesis. - Jie Xu, Wei Ding, Xiaoyan Hu:
SRLA: A real time sliding time window super point cardinality estimation algorithm for high speed network based on GPU. - Kendall Lowrey, Svetoslav Kolev, Jeremy Dao, Aravind Rajeswaran, Emanuel Todorov:
Reinforcement learning for non-prehensile manipulation: Transfer from simulation to physical system. - Jia Guo, Chuting Yao, Chenyang Yang, Zixiang Xiong:
Exploiting Residual Resources to Support High Throughput with Resource Allocation. - Chi-Ning Chou, Kai-Min Chung, Chi-Jen Lu:
On the Algorithmic Power of Spiking Neural Networks. - Bernd Finkbeiner, Felix Klein, Ruzica Piskac, Mark Santolucito:
Vehicle Platooning Simulations with Functional Reactive Programming. - Yuan Gong, Christian Poellabauer:
Topic Modeling Based Multi-modal Depression Detection. - Noranart Vesdapunt, Nongluk Covavisaruch:
Automatic Stroke Lesions Segmentation in Diffusion-Weighted MRI. - Syed Eqbal Alam, Robert Shorten, Fabian Wirth, Jia Yuan Yu:
On the control of agents coupled through shared resources. - Zhengxing Chen, Yuyu Xu, Truong-Huy D. Nguyen, Yizhou Sun, Magy Seif El-Nasr:
Modeling Game Avatar Synergy and Opposition through Embedding in Multiplayer Online Battle Arena Games. - Lele Chen, Zhiheng Li, Ross K. Maddox, Zhiyao Duan, Chenliang Xu:
Lip Movements Generation at a Glance. - Angela Dai, Matthias Nießner:
3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene Segmentation. - Yuval Dagan, Koby Crammer:
A Better Resource Allocation Algorithm with Semi-Bandit Feedback. - Philipp Tschandl, Cliff Rosendahl, Harald Kittler:
The HAM10000 Dataset: A Large Collection of Multi-Source Dermatoscopic Images of Common Pigmented Skin Lesions. - Ayse Elvan Aydemir, Alptekin Temizel, Tugba Taskaya-Temizel:
The Effects of JPEG and JPEG2000 Compression on Attacks using Adversarial Examples. - Daniyar Itegulov, Ekaterina Lebedeva:
Handling Verb Phrase Anaphora with Dependent Types and Events. - Ting Su, Chengyu Zhang, Yichen Yan, Lingling Fan, Geguang Pu, Yang Liu, Zhoulai Fu, Zhendong Su:
Towards Efficient Data-flow Test Data Generation. - Jie Chen, Cheen-Hau Tan, Junhui Hou, Lap-Pui Chau, He Li:
Robust Video Content Alignment and Compensation for Rain Removal in a CNN Framework. - Danilo Avola, Marco Bernardi, Luigi Cinque, Gian Luca Foresti, Cristiano Massaroni:
Exploiting Recurrent Neural Networks and Leap Motion Controller for Sign Language and Semaphoric Gesture Recognition. - Hussein A. Ammar, Youssef Nasser, Hassan Artail:
Closed Form Expressions for the Probability Density Function of the Interference Power in PPP Networks. - Ugo Tanielian, Anne-Marie Tousch, Flavian Vasile:
Siamese Cookie Embedding Networks for Cross-Device User Matching. - Jiwoon Ahn, Suha Kwak:
Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation. - Jaan Aru, Raul Vicente:
What deep learning can tell us about higher cognitive functions like mindreading? - (Withdrawn) Objects Localisation from Motion with Constraints.
- Muffy Calder, Simon Dobson, Michael Fisher, Julie A. McCann:
Making Sense of the World: Models for Reliable Sensor-Driven Systems. - Davide Frey, Marc X. Makkes, Pierre-Louis Roman, François Taïani, Spyros Voulgaris:
Dietcoin: shortcutting the Bitcoin verification process for your smartphone. - Crispin H. V. Cooper, Ian Harvey, Scott Orford, Alain J. F. Chiaradia:
Testing the ability of Multivariate Hybrid Spatial Network Analysis to predict the effect of a major urban redevelopment on pedestrian flows. - Anantha Padmanabha, R. Ramanujam, Yanjing Wang:
Bundled fragments of first-order modal logic: (un)decidability. - Ciro Potena, Bartolomeo Della Corte, Daniele Nardi, Giorgio Grisetti, Alberto Pretto:
Non-Linear Model Predictive Control with Adaptive Time-Mesh Refinement. - Andros Tjandra, Sakriani Sakti, Satoshi Nakamura:
Machine Speech Chain with One-shot Speaker Adaptation. - Sara Heitlinger, Rob Comber:
Design for the Right to the Smart City in More-than-Human Worlds. - Alexandros-Apostolos A. Boulogeorgos, George K. Karagiannidis:
Low-cost Cognitive Radios against Spectrum Scarcity. - Jongwon Choi, Hyung Jin Chang, Tobias Fischer, Sangdoo Yun, Kyuewang Lee, Jiyeoup Jeong, Yiannis Demiris, Jin Young Choi:
Context-aware Deep Feature Compression for High-speed Visual Tracking. - Verena Käfer, Stefan Wagner, Rainer Koschke:
Are There Functionally Similar Code Clones in Practice? - Rajat Singh, Nurendra Choudhary, Ishita Bindlish, Manish Shrivastava:
Neural Network Architecture for Credibility Assessment of Textual Claims. - Yuechao Gao, Nianhong Liu, Sheng Zhang:
FPGA Implementations of 3D-SIMD Processor Architecture for Deep Neural Networks Using Relative Indexed Compressed Sparse Filter Encoding Format and Stacked Filters Stationary Flow. - Bilen Emek Abali, A. F. Queiruga:
Theory and computation of electromagnetic fields and thermomechanical structure interaction for systems undergoing large deformations. - Giorgio Battistelli, Pietro Tesi:
Classification for Dynamical Systems: Model-based Approach and Support Vector Machines. - Takashi Ikegawa:
Effect of payload size on mean response time when message segmentations occur using MX/G/1 queueing model. - Luciana Ferrer, Mitchell McLaren:
Joint PLDA for Simultaneous Modeling of Two Factors. - Christian Witting, Marius Fehr, Rik Bähnemann, Helen Oleynikova, Roland Siegwart:
History-aware Autonomous Exploration in Confined Environments using MAVs. - Alexander Shekhovtsov, Boris Flach:
Normalization of Neural Networks using Analytic Variance Propagation. - Dominik Ermel, Matthias Walter:
Parity Polytopes and Binarization. - Taihong Xiao, Jiapeng Hong, Jinwen Ma:
ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes. - Tobias Hinz, Stefan Wermter:
Image Generation and Translation with Disentangled Representations. - Serge Burckel:
Non-Interlaced SAT is in P. - Tobias Plötz, Anne S. Wannenwetsch, Stefan Roth:
Stochastic Variational Inference with Gradient Linearization. - Yen Dieu Pham, Davide Fucci, Walid Maalej:
A First Implementation of a Design Thinking Workshop During a Mobile App Development Project Course. - Jon Barker, Shinji Watanabe, Emmanuel Vincent, Jan Trmal:
The fifth 'CHiME' Speech Separation and Recognition Challenge: Dataset, task and baselines. - Amir Gholami, Kiseok Kwon, Bichen Wu, Zizheng Tai, Xiangyu Yue, Peter H. Jin, Sicheng Zhao, Kurt Keutzer:
SqueezeNext: Hardware-Aware Neural Network Design. - Yunus Sarikaya, Hazer Inaltekin, Tansu Alpcan, Jamie S. Evans:
Stability and Dynamic Control of Underlay Mobile Edge Networks. - Jue Wang, Anoop Cherian, Fatih Porikli, Stephen Gould:
Video Representation Learning Using Discriminative Pooling. - Jubin Johnson, Shunsuke Yasugi, Yoichi Sugino, Sugiri Pranata, Shengmei Shen:
Person re-identification with fusion of hand-crafted and deep pose-based body region features. - Thomas Wolf, Julien Chaumond, Clement Delangue:
Meta-Learning a Dynamical Language Model. - Mark de Berg, Hans L. Bodlaender, Sándor Kisfaludi-Bak, Dániel Marx, Tom C. van der Zanden:
Framework for ETH-tight Algorithms and Lower Bounds in Geometric Intersection Graphs. - Hasan Abasi, Nader H. Bshouty:
On Learning Graphs with Edge-Detecting Queries. - Krishnan Kumaran, Dimitri J. Papageorgiou, Yutong Chang, Minhan Li, Martin Takác:
Active Metric Learning for Supervised Classification. - Luis A. Pineda:
A Distributed Extension of the Turing Machine. - Oran Sharon, Yaron Alpert:
Advanced IEEE 802.11ax TCP aware scheduling under unreliable channels. - Ines Baccouche, Sabeur Jemmali, Asma Mlayah, Bilal Manai, Najoua Essoukri Ben Amara:
Implementation of an Improved Coulomb-Counting Algorithm Based on a Piecewise SOC-OCV Relationship for SOC Estimation of Li-IonBattery. - Oran Sharon, Yaron Alpert:
Scheduling strategies and throughput optimization for the Uplink for IEEE 802.11ax and IEEE 802.11ac based networks. - Alexander Kott, Luigi V. Mancini, Paul Théron, Martin Drasar, Edlira Dushku, Heiko Günther, Markus Kont, Benoît Leblanc, Agostino Panico, Mauno Pihelgas, Krzysztof Rzadca:
Initial Reference Architecture of an Intelligent Autonomous Agent for Cyber Defense. - Luca Padovani:
Deadlock-Free Typestate-Oriented Programming. - Juan Castorena, Gint Puskorius, Gaurav Pandey:
Motion Guided LIDAR-camera Autocalibration and Accelerated Depth Super Resolution. - Ruilong Li, Xin Dong, Zixi Cai, Dingcheng Yang, Haozhi Huang, Song-Hai Zhang, Paul L. Rosin, Shi-Min Hu:
Pose2Seg: Human Instance Segmentation Without Detection. - A. V. Palagin, N. G. Petrenko, V. Yu. Velychko, K. S. Malakhov:
Development of formal models, algorithms, procedures, engineering and functioning of the software system "Instrumental complex for ontological engineering purpose". - Ismail Rusli, Bambang Riyanto Trilaksono, Widyawardana Adiprawita:
Mapping Walls of Indoor Environment using RGB-D Sensor. - Olivier Bilenne:
One-step dispatching policy improvement in multiple-server queueing systems with Poisson arrivals. - Franco Blanchini, Filippo Fabiani, Sergio Grammatico:
On merging constraint and optimal control-Lyapunov functions. - Li Ding, Chenliang Xu:
Weakly-Supervised Action Segmentation with Iterative Soft Boundary Assignment. - Shikun Liu, Edward Johns, Andrew J. Davison:
End-to-End Multi-Task Learning with Attention. - Jelena Stojanovic, Milos Jovanovic, Djordje Gligorijevic, Zoran Obradovic:
Semi-supervised learning for structured regression on partially observed attributed graphs. - Alessandro Strumia, Riccardo Torre:
Biblioranking fundamental physics. - Aravind Acharya, Uday Bondhugula, Albert Cohen:
An Approach for Finding Permutations Quickly: Fusion and Dimension matching. - Alexander Robertson, Walid Magdy, Sharon Goldwater:
Self-Representation on Twitter Using Emoji Skin Color Modifiers. - Jelena Gligorijevic, Djordje Gligorijevic, Ivan Stojkovic, Xiao Bai, Amit Goyal, Zoran Obradovic:
Deeply Supervised Semantic Model for Click-Through Rate Prediction in Sponsored Search. - Taco S. Cohen, Mario Geiger, Maurice Weiler:
Intertwiners between Induced Representations (with Applications to the Theory of Equivariant Neural Networks). - Vasileios Belagiannis, Azade Farshad, Fabio Galasso:
Adversarial Network Compression. - Giulia Droandi, Mauro Barni, Riccardo Lazzeretti, Tommaso Pignata:
SEMBA: SEcure multi-biometric authentication. - Greg Wayne, Chia-Chun Hung, David Amos, Mehdi Mirza, Arun Ahuja, Agnieszka Grabska-Barwinska, Jack W. Rae, Piotr Mirowski, Joel Z. Leibo, Adam Santoro, Mevlana Gemici, Malcolm Reynolds, Tim Harley, Josh Abramson, Shakir Mohamed, Danilo Jimenez Rezende, David Saxton, Adam Cain, Chloe Hillier, David Silver, Koray Kavukcuoglu, Matthew M. Botvinick, Demis Hassabis, Timothy P. Lillicrap:
Unsupervised Predictive Memory in a Goal-Directed Agent. - Finn Macleod:
Unreasonable Effectivness of Deep Learning. - Benjamin J. Radford, Leonardo M. Apolonio, Antonio J. Trias, Jim A. Simpson:
Network Traffic Anomaly Detection Using Recurrent Neural Networks. - Neng Wan, Dapeng Li, Naira Hovakimyan:
Sensitivity Analysis of Continuous-Time Systems based on Power Spectral Density. - Kaiqing Zhang, Wei Shi, Hao Zhu, Tamer Basar:
Distributed Equilibrium-Learning for Power Network Voltage Control With a Locally Connected Communication Network. - Matthias Müller, Adel Bibi, Silvio Giancola, Salman Al-Subaihi, Bernard Ghanem:
TrackingNet: A Large-Scale Dataset and Benchmark for Object Tracking in the Wild. - Jelena Stojanovic, Djordje Gligorijevic, Zoran Obradovic:
Modeling Customer Engagement from Partial Observations. - Kaiqing Zhang, Wei Shi, Hao Zhu, Emiliano Dall'Anese, Tamer Basar:
Dynamic Power Distribution System Management With a Locally Connected Communication Network. - Louis-Émile Robitaille, Audrey Durand, Marc-André Gardner, Christian Gagné, Paul De Koninck, Flavie Lavoie-Cardinal:
Learning to Become an Expert: Deep Networks Applied To Super-Resolution Microscopy. - Prosenjit Bose, Paz Carmi, J. Mark Keil, Saeed Mehrabi, Debajyoti Mondal:
Boundary Labeling for Rectangular Diagrams. - Javier Andreu-Perez, Fani Deligianni, Daniele Ravì, Guang-Zhong Yang:
Artificial Intelligence and Robotics. - Shayak Sen, Piotr Mardziel, Anupam Datta, Matthew Fredrikson:
Supervising Feature Influence. - Kiana Ehsani, Hessam Bagherinezhad, Joseph Redmon, Roozbeh Mottaghi, Ali Farhadi:
Who Let The Dogs Out? Modeling Dog Behavior From Visual Data. - Anthony Anjorin, Enes Yigitbas, Erhan Leblebici, Andy Schürr, Marius Lauder, Martin Witte:
Description Languages for Consistency Management Scenarios Based on Examples from the Industry Automation Domain. - Bilal Akil, Ying Zhou, Uwe Röhm:
Technical Report: On the Usability of Hadoop MapReduce, Apache Spark & Apache Flink for Data Science. - Nikolaos Passalis, Anastasios Tefas:
Probabilistic Knowledge Transfer for Deep Representation Learning. - Stefan Schneider, Graham W. Taylor, Stefan C. Kremer:
Deep Learning Object Detection Methods for Ecological Camera Trap Data. - Sebastiaan A. Terwijn:
Generalizations of the Recursion Theorem. - Elisa Gorla, Relinde P. M. J. Jurrius, Hiram H. López, Alberto Ravagnani:
Rank-Metric Codes and q-Polymatroids. - Yu Cheng, Rong Ge:
Non-Convex Matrix Completion Against a Semi-Random Adversary. - Yannick Hold-Geoffroy, Paulo F. U. Gotardo, Jean-François Lalonde:
Deep Photometric Stereo on a Sunny Day. - Ergys Ristani, Carlo Tomasi:
Features for Multi-Target Multi-Camera Tracking and Re-Identification. - Tuan-Hung Vu, Wongun Choi, Samuel Schulter, Manmohan Chandraker:
Memory Warps for Learning Long-Term Online Video Representations. - Javier Ruiz-del-Solar, Patricio Loncomilla, Naiomi Soto:
A Survey on Deep Learning Methods for Robot Vision. - Chendi Wang:
Human Emotional Facial Expression Recognition. - Xu Li, Zhao Chen, Aurobinda Laha, Ziru Chen, Yu Cheng, Lin X. Cai:
A Hybrid Approach for Efficient Wireless Information and Power Transfer in Green C-RAN. - Samuel Schulter, Menghua Zhai, Nathan Jacobs, Manmohan Chandraker:
Learning to Look around Objects for Top-View Representations of Outdoor Scenes. - Michele D. Simoni, Kara M. Kockelman, Krishna M. Gurumurthy, Joschka Bischoff:
Congestion Pricing in a World of Self-driving vehicles: an Analysis of Different Strategies in Alternative Future Scenarios. - Sai Ma, Qingxiao Guan, Xianfeng Zhao, Yaqi Liu:
Weakening the Detecting Capability of CNN-based Steganalysis. - Yu Gu, Qimei Cui, Yu Chen, Wei Ni, Xiaofeng Tao, Ping Zhang:
Effective Capacity Analysis in Ultra-Dense Wireless Networks with Random Interference. - Agrim Gupta, Justin Johnson, Li Fei-Fei, Silvio Savarese, Alexandre Alahi:
Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks. - Jia Xue, Hang Zhang, Kristin J. Dana:
Deep Texture Manifold for Ground Terrain Recognition. - Bikram Karmakar, Indranil Mukhopadhyay:
Statistical Validity and Consistency of Big Data Analytics: A General Framework. - Jiyang Gao, Runzhou Ge, Kan Chen, Ram Nevatia:
Motion-Appearance Co-Memory Networks for Video Question Answering. - Jing Zhang, Tong Zhang, Yuchao Dai, Mehrtash Harandi, Richard I. Hartley:
Deep Unsupervised Saliency Detection: A Multiple Noisy Labeling Perspective. - Zheng Liu, Jie Qin, Annan Li, Yunhong Wang, Luc Van Gool:
Adversarial Binary Coding for Efficient Person Re-identification. - Changhao Shan, Junbo Zhang, Yujun Wang, Lei Xie:
Attention-based End-to-End Models for Small-Footprint Keyword Spotting. - Kaito Fujii, Tasuku Soma, Yuichi Yoshida:
Polynomial-Time Algorithms for Submodular Laplacian Systems. - Zhuo Chen, Jinyu Li, Xiong Xiao, Takuya Yoshioka, Huaming Wang, Zhenghao Wang, Yifan Gong:
Cracking the cocktail party problem by multi-beam deep attractor network. - Hideo Terada, Hayaru Shouno:
B-DCGAN: Evaluation of Binarized DCGAN for FPGA. - Dominic Jack, Jhony K. Pontes, Sridha Sridharan, Clinton Fookes, Sareh Shirazi, Frédéric Maire, Anders P. Eriksson:
Learning Free-Form Deformations for 3D Object Reconstruction. - Aditya Grover, Todor M. Markov, Peter M. Attia, Norman Jin, Nicholas Perkins, Bryan Cheong, Michael H. Chen, Zi Yang, Stephen J. Harris, William C. Chueh, Stefano Ermon:
Best arm identification in multi-armed bandits with delayed feedback. - Cai Chen, Manyuan Zhang, Huanzhi Zhang, Zhenyun Huang, Yong Li:
Privacy-preserving Sensory Data Recovery. - Yi-Chen Chen, Chia-Hao Shen, Sung-Feng Huang, Hung-yi Lee:
Towards Unsupervised Automatic Speech Recognition Trained by Unaligned Speech and Text only. - (Withdrawn) Weakly Aggregative Modal Logic: Characterization and Interpolation.
- Simon Niklaus, Feng Liu:
Context-aware Synthesis for Video Frame Interpolation. - Theofanis P. Raptis, Andrea Passarella, Marco Conti:
Distributed Path Reconfiguration and Data Forwarding in Industrial IoT Networks. - Ian P. Gent, Ciaran McCreesh, Ian Miguel, Neil C. A. Moore, Peter Nightingale, Patrick Prosser, Chris Unsworth:
A Review of Literature on Parallel Constraint Solving. - Christine Dahn, Nils M. Kriege, Petra Mutzel:
A Fixed-Parameter Algorithm for the Max-Cut Problem on Embedded 1-Planar Graphs. - Barbara Barabasz, Andrew Anderson, David Gregg:
Improving accuracy of Winograd convolution for DNNs. - Fateme Teimouri, Mehdi Ghatee:
A real-time warning system for rear-end collision based on random forest classifier. - Gerhard Wunder, Ingo Roth, Axel Flinth, Mahdi Barzegar, Saeid Haghighatshoar, Giuseppe Caire, Gitta Kutyniok:
Hierarchical Sparse Channel Estimation for Massive MIMO. - Viet Hung Tran:
Copula Variational Bayes inference via information geometry. - Sima Sharifirad, Azra Nazari, Mehdi Ghatee:
Modified SMOTE Using Mutual Information and Different Sorts of Entropies. - Sergio Barrachina-Muñoz, Toni Adame, Albert Bel, Boris Bellalta:
Towards Energy Efficient LPWANs through Learning-based Multi-hop Routing for the Uplink. - Moein Sarvaghad-Moghaddam, Ali A. Orouji:
New Symmetric and Planar Designs of Reversible Full-Adders/Subtractors in Quantum-Dot Cellular Automata. - Moein Sarvaghad-Moghaddam, Ali A. Orouji:
A new design and simulation of reversible gates in quantum-dot cellular automata technology. - Fritz Alder, Arseny Kurnikov, Andrew Paverd, N. Asokan:
Migrating SGX Enclaves with Persistent State. - Emil Björnson, Liesbet Van der Perre, Stefano Buzzi, Erik G. Larsson:
Massive MIMO in Sub-6 GHz and mmWave: Physical, Practical, and Use-Case Differences. - Dan Xu, Wei Wang, Hao Tang, Hong Liu, Nicu Sebe, Elisa Ricci:
Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation. - Orcun Karaca, Maryam Kamgarpour:
Exploiting Weak Supermodularity for Coalition-Proof Mechanisms. - Liyong Lin, Tomás Masopust, Walter Murray Wonham, Rong Su:
Automatic Generation of Optimal Reductions of Distributions. - Jie Xu:
Regain Sliding super point from distributed edge routers by GPU. - Ryan Wesslen:
Computer-Assisted Text Analysis for Social Science: Topic Models and Beyond. - Swarup Chauhan, Kathleen Sell, Frieder Enzmann, Wolfram Rühaak, Thorsten Wille, Ingo Sass, Michael Kersten:
CobWeb - a toolbox for automatic tomographic image analysis based on machine learning techniques: application and examples. - Guang Yang, Xingqin Lin, Yan Li, Hang Cui, Min Xu, Dan Wu, Henrik Ryden, Sakib Bin Redhwan:
A Telecom Perspective on the Internet of Drones: From LTE-Advanced to 5G. - Pujie Han, Zhengjun Zhai, Brian Nielsen, Ulrik Nyman:
A Modeling Framework for Schedulability Analysis of Distributed Avionics Systems. 150-168 - Andras Iklody, Gérard Wagener, Alexandre Dulaunoy, Sami Mokaddem, Cynthia Wagner:
Decaying Indicators of Compromise. - Toon van Craenendonck, Sebastijan Dumancic, Elia Van Wolputte, Hendrik Blockeel:
COBRAS: Fast, Iterative, Active Clustering with Pairwise Constraints. - Anoop Cherian, Suvrit Sra, Stephen Gould, Richard Hartley:
Non-Linear Temporal Subspace Representations for Activity Recognition. - Piji Li, Lidong Bing, Wai Lam:
Actor-Critic based Training Framework for Abstractive Summarization. - Seyed Raein Hashemi, Seyed Sadegh Mohseni Salehi, Deniz Erdogmus, Sanjay P. Prabhu, Simon K. Warfield, Ali Gholipour:
Tversky as a Loss Function for Highly Unbalanced Image Segmentation using 3D Fully Convolutional Deep Networks. - Qiao Zheng, Hervé Delingette, Nicolas Duchateau, Nicholas Ayache:
3D Consistent Biventricular Myocardial Segmentation Using Deep Learning for Mesh Generation. - Kalin Stefanov:
Webcam-based Eye Gaze Tracking under Natural Head Movement. - Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Ondrej Chum:
Mining on Manifolds: Metric Learning without Labels. - Yaojie Liu, Amin Jourabloo, Xiaoming Liu:
Learning Deep Models for Face Anti-Spoofing: Binary or Auxiliary Supervision. - Marwa Dammak, Iryna Andriyanova, Yassine Boujelben, Noura Sellami:
Routing and Network Coding over a Cyclic Network for Online Video Gaming. - Ran M. Bittmann, Philippe Nemery, Xingtian Shi, Michael Kemelmakher, Mengjiao Wang:
Frequent Item-set Mining without Ubiquitous Items. - Nima Hatami, Yann Gavet, Johan Debayle:
Bag of Recurrence Patterns Representation for Time-Series Classification. - Yogarshi Vyas, Xing Niu, Marine Carpuat:
Identifying Semantic Divergences in Parallel Text without Annotations. - Yuhao Zhang, Qimei Cui, Wei Ni, Ping Zhang:
Energy-Efficient Transmission of Hybrid Array with Non-Ideal Power Amplifiers and Circuitry. - Jan Dreier, Philipp Kuinke, Peter Rossmanith:
The Fine Structure of Preferential Attachment Graphs I: Somewhere-Denseness. - Xiaoyuan Liang, Xunsheng Du, Guiling Wang, Zhu Han:
Deep Reinforcement Learning for Traffic Light Control in Vehicular Networks. - Binghan He, Kunye Chen, Rachel Schlossman, Neal Ormsbee, Mara Altman, Nathan Young, Matt Mangum, Luis Sentis:
Decentralized Control Systems Laboratory Using Human-Centered Robotic Actuators. - John Mwangi Wandeto, Henry O. Nyongesa, Birgitta Dresp-Langley:
Detection of Structural Change in Geographic Regions of Interest by Self Organized Mapping: Las Vegas City and Lake Mead across the Years. - Guangxu Zhu, Li Chen, Kaibin Huang:
Over-the-Air Computation in MIMO Multi-Access Channels: Beamforming and Channel Feedback. - Donya Ghavidel, Pratyush Chakraborty, Enrique Baeyens, Vijay Gupta, Pramod P. Khargonekar:
Incentive Design in a Distributed Problem with Strategic Agents. - Berit Grußien:
Capturing Polynomial Time using Modular Decomposition. - Kristina Gulordava, Piotr Bojanowski, Edouard Grave, Tal Linzen, Marco Baroni:
Colorless green recurrent networks dream hierarchically. - Abhishek Venkataraman, Brent Griffin, Jason J. Corso:
Learning Kinematic Descriptions using SPARE: Simulated and Physical ARticulated Extendable dataset. - Crefeda Faviola Rodrigues, Graham D. Riley, Mikel Luján:
Fine-Grained Energy Profiling for Deep Convolutional Neural Networks on the Jetson TX1. - Wei Zhao, Pengpeng Yang, Rongrong Ni, Yao Zhao, Haorui Wu:
Security Consideration For Deep Learning-Based Image Forensics. - Zhize Li, Tianyi Zhang, Jian Li:
Stochastic Gradient Hamiltonian Monte Carlo with Variance Reduction for Bayesian Inference. - Daniel Cer, Yinfei Yang, Sheng-yi Kong, Nan Hua, Nicole Limtiaco, Rhomni St. John, Noah Constant, Mario Guajardo-Cespedes, Steve Yuan, Chris Tar, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil:
Universal Sentence Encoder. - Benjamin Andreassen Bjørnseth, Jan Christian Meyer, Lasse Natvig:
Proof-of-Concept Examples of Performance-Transparent Programming Models. - Jianmin Bao, Dong Chen, Fang Wen, Houqiang Li, Gang Hua:
Towards Open-Set Identity Preserving Face Synthesis. - Raymond A. Yeh, Minh N. Do, Alexander G. Schwing:
Unsupervised Textual Grounding: Linking Words to Image Concepts. - Unnat Jain, Svetlana Lazebnik, Alexander G. Schwing:
Two can play this Game: Visual Dialog with Discriminative Question Generation and Answering. - Yuan-Ting Hu, Jia-Bin Huang, Alexander G. Schwing:
MaskRNN: Instance Level Video Object Segmentation. - Ishan Deshpande, Ziyu Zhang, Alexander G. Schwing:
Generative Modeling using the Sliced Wasserstein Distance. - Xinlei Chen, Li-Jia Li, Li Fei-Fei, Abhinav Gupta:
Iterative Visual Reasoning Beyond Convolutions. - Sylvain Gelly, Karol Kurach, Marcin Michalski, Xiaohua Zhai:
MemGEN: Memory is All You Need. - Xuan-Thuan Nguyen, Trong-Thuc Hoang, Hong-Thu Nguyen, Katsumi Inoue, Cong-Kha Pham:
An FPGA-Based Hardware Accelerator for Energy-Efficient Bitmap Index Creation. - Raymond A. Yeh, Jinjun Xiong, Wen-mei W. Hwu, Minh N. Do, Alexander G. Schwing:
Interpretable and Globally Optimal Prediction for Textual Grounding using Image Concepts. - Chryssis Georgiou, Theophanis Hadjistasi, Nicolas C. Nicolaou, Alexander A. Schwarzmann:
Unleashing and Speeding Up Readers in Atomic Object Implementations. - Mingze Xu, Chenyou Fan, Yuchen Wang, Michael S. Ryoo, David J. Crandall:
Joint Person Segmentation and Identification in Synchronized First- and Third-person Videos. - Steven Chen, Edward Chou, Richard R. Yang:
The Price is Right: Predicting Prices with Product Images. - Bas van den Heuvel:
The process of purely event-driven programs. - Yuhao Zhu, Anand Samajdar, Matthew Mattina, Paul N. Whatmough:
Euphrates: Algorithm-SoC Co-Design for Low-Power Mobile Continuous Vision. - Hongliu Cao, Simon Bernard, Laurent Heutte, Robert Sabourin:
Improve the performance of transfer learning without fine-tuning using dissimilarity-based multi-view learning for breast cancer histology images. - Irena Papadopoulos, Antonio Sgorbissa, Christina Koulouglioti:
Caring robots are here to help. - Judy W. Gichoya, Siddhartha Nuthakki, Pallavi G. Maity, Saptarshi Purkayastha:
Phronesis of AI in radiology: Superhuman meets natural stupidity. - Travis Gagie, Giovanni Manzini:
Prefix-Free Parsing for Building Big BWTs. - Juan Pablo Correa-Baena, Kedar Hippalgaonkar, Jeroen van Duren, Shaffiq Jaffer, Vijay Ramaseshan Chandrasekhar, Vladan Stevanovic, Cyrus Wadia, Supratik Guha, Tonio Buonassisi:
Accelerating Materials Development via Automation, Machine Learning, and High-Performance Computing. - Rafael Rodrigues da Silva, Hai Lin:
Scalable Integrated Task and Motion Planning from Signal Temporal Logic Specifications. - Hakan Yilmaz, Osman Nacar, Ozgur Sezgin, Erkan Bostanci, Mehmet Serdar Güzel:
Custom RFID Location Simulator. - Ihab S. Mohamed, Alessio Capitanelli, Fulvio Mastrogiovanni, Stefano Rovetta, Renato Zaccaria:
Detection, localisation and tracking of pallets using machine learning techniques and 2D range data. - Alexander Kott:
Challenges and Characteristics of Intelligent Autonomy for Internet of Battle Things in Highly Adversarial Environments. - Nan Zhang, Xuejiao Zhao, Xiaopei He:
Understanding the Relationships between Information Architectures and Business Models. - Eleanor 'Nell' Watson, Doreen Bianca:
Welfare Without Taxation - Autonomous production revenues for Universal Basic Income. - Tb. Ai Munandar, Sumiati:
The Classification of Cropping Patterns Based on Regional Climate Classification Using Decision Tree Approach. - Kush R. Varshney:
How an Electrical Engineer Became an Artificial Intelligence Researcher, a Multiphase Active Contours Analysis. - Mehran Khodabandeh, Hamid Reza Vaezi Joze, Ilya Zharkov, Vivek Pradeep:
DIY Human Action Data Set Generation. - Peng Zhou, Xintong Han, Vlad I. Morariu, Larry S. Davis:
Two-Stream Neural Networks for Tampered Face Detection. - Anil Ufuk Batmaz, Michel de Mathelin, Birgitta Dresp-Langley:
Getting nowhere fast: trade-off between speed and precision in training to execute image-guided hand-tool movements. - Anil Ufuk Batmaz, Michel de Mathelin, Birgitta Dresp-Langley:
Effects of 2D and 3D image views on hand movement trajectories in the surgeons peripersonal space in a computer controlled simulator environment. - Bodhisattwa Prasad Majumder, Aditya Subramanian, Abhinandan Krishnan, Shreyansh Gandhi, Ajinkya More:
Deep Recurrent Neural Networks for Product Attribute Extraction in eCommerce. - Filip Radenovic, Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Ondrej Chum:
Revisiting Oxford and Paris: Large-Scale Image Retrieval Benchmarking. - Seyyed Hossein Soleymani, Amir Hossein Taherinia:
High Capacity Image Data Hiding of Scanned Text Documents Using Improved Quadtree. - Andrew J. Davison:
FutureMapping: The Computational Structure of Spatial AI Systems. - Yongxiang Fan, Hsien-Chung Lin, Te Tang, Masayoshi Tomizuka:
Grasp Planning for Customized Grippers by Iterative Surface Fitting. - Shyam Upadhyay, Yogarshi Vyas, Marine Carpuat, Dan Roth:
Robust Cross-lingual Hypernymy Detection using Dependency Context. - Yair Rivenson, Hongda Wang, Zhensong Wei, Yibo Zhang, Harun Gunaydin, Aydogan Ozcan:
Deep learning-based virtual histology staining using auto-fluorescence of label-free tissue. - Wei Zheng, Bo Wu, Hai Lin:
POMDP Model Learning for Human Robot Collaboration. - Ming-Shing Chen, Chen-Mou Cheng, Po-Chun Kuo, Wen-Ding Li, Bo-Yin Yang:
Multiplying boolean Polynomials with Frobenius Partitions in Additive Fast Fourier Transform. - Jinzheng Cai, Le Lu, Fuyong Xing, Lin Yang:
Pancreas Segmentation in CT and MRI Images via Domain Specific Network Designing and Recurrent Neural Contextual Learning. - Guangcan Liu, Qingshan Liu, Yubao Sun, Zhao Zhang, Meng Wang:
Fast and Robust Subspace Clustering Using Random Projections. - Muhammad Haris, Greg Shakhnarovich, Norimichi Ukita:
Task-Driven Super Resolution: Object Detection in Low-resolution Images. - Jie Song, Chengchao Shen, Yezhou Yang, Yang Liu, Mingli Song:
Transductive Unbiased Embedding for Zero-Shot Learning. - Yu Gong, Xusheng Luo, Kenny Q. Zhu, Xi Chen, Wenwu Ou:
Deep Cascade Multi-task Learning for Slot Filling in Chinese E-commerce Shopping Guide Assistant. - Guna Prasaad, G. Ramalingam, Kaushik Rajan:
Scaling Ordered Stream Processing on Shared-Memory Multicores. - Zhan-Xiang Feng, Jianhuang Lai, Xiaohua Xie:
Learning View-Specific Deep Networks for Person Re-Identification. - Zhengming Zhang, Yaru Zheng, Meng Hua, Yongming Huang, Luxi Yang:
Cache-Enabled Dynamic Rate Allocation via Deep Self-Transfer Reinforcement Learning. - Ignasi Clavera, Anusha Nagabandi, Ronald S. Fearing, Pieter Abbeel, Sergey Levine, Chelsea Finn:
Learning to Adapt: Meta-Learning for Model-Based Control. - Yiluan Guo, Ngai-Man Cheung:
Efficient and Deep Person Re-Identification using Multi-Level Similarity. - Yu Gong, Xusheng Luo, Kenny Q. Zhu, Shichen Liu, Wenwu Ou:
Automatic Generation of Chinese Short Product Titles for Mobile Display. - Joseph Suarez, Justin Johnson, Li Fei-Fei:
DDRprog: A CLEVR Differentiable Dynamic Reasoning Programmer. - Chen Qiao, Xiao Hu:
Discovering Student Behavior Patterns from Event Logs: Preliminary Results on A Novel Probabilistic Latent Variable Model. - Daiki Tanaka, Daiki Ikami, Toshihiko Yamasaki, Kiyoharu Aizawa:
Joint Optimization Framework for Learning with Noisy Labels. - Naoto Inoue, Ryosuke Furuta, Toshihiko Yamasaki, Kiyoharu Aizawa:
Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation. - Feng Liu, Ronghang Zhu, Dan Zeng, Qijun Zhao, Xiaoming Liu:
Disentangling Features in 3D Face Shapes for Joint Face Reconstruction and Recognition. - Akito Takeki, Daiki Ikami, Go Irie, Kiyoharu Aizawa:
Parallel Grid Pooling for Data Augmentation. - Nicholas Guttenberg, Ryota Kanai:
Learning to generate classifiers. - Vasisht Duddu, Debasis Samanta:
Network and Security Analysis of Anonymous Communication Networks. - Tianjia Shao, Yin Yang, Yanlin Weng, Qiming Hou, Kun Zhou:
H-CNN: Spatial Hashing Based CNN for 3D Shape Analysis. - Wonyong Sung, Jinhwan Park:
Single Stream Parallelization of Recurrent Neural Networks for Low Power and Fast Inference. - Guanbin Li, Yizhou Yu:
Contrast-Oriented Deep Neural Networks for Salient Object Detection. - Adrian Spurr, Jie Song, Seonwook Park, Otmar Hilliges:
Cross-modal Deep Variational Hand Pose Estimation. - Rohit Keshari, Mayank Vatsa, Richa Singh, Afzel Noore:
Learning Structure and Strength of CNN Filters for Small Sample Size Training. - Heeyoul Choi, Kyunghyun Cho, Yoshua Bengio:
Fine-Grained Attention Mechanism for Neural Machine Translation. - Amnon Drory, Shai Avidan, Raja Giryes:
On the Resistance of Neural Nets to Label Noise. - Majid Mazouchi, Mohammad-Bagher Naghibi-Sistani, Seyed Kamal Hosseini Sani, Farzaneh Tatari, Hamidreza Modares:
Observer-based Adaptive Optimal Output Containment Control problem of Linear Heterogeneous Multi-agent Systems with Relative Output Measurements. - Hang Su, Shaogang Gong, Xiatian Zhu:
Scalable Deep Learning Logo Detection. - Vincent Despré, Olivier Devillers, Hugo Parlier, Jean-Marc Schlenker:
Delaunay Triangulations of Points on Circles. - Haris Aziz:
A Rule for Committee Selection with Soft Diversity Constraints. - Bairui Wang, Lin Ma, Wei Zhang, Wei Liu:
Reconstruction Network for Video Captioning. - Xinpeng Chen, Lin Ma, Wenhao Jiang, Jian Yao, Wei Liu:
Regularizing RNNs for Caption Generation by Reconstructing The Past with The Present. - Chalak Ori, Weiguang Cai, Wei Li, Lei Fang, Libing Zheng, Jintang Wang, Zuguang Wu, Xiongli Gu, Haibin Wang, Avi Mendelson:
ScaleSimulator: A Fast and Cycle-Accurate Parallel Simulator for Architectural Exploration. - Jie Xu:
Economical and efficient network super points detection based on GPU. - Juste Raimbault:
Co-evolution and morphogenetic systems. - Djordje Gligorijevic, Jelena Stojanovic, Zoran Obradovic:
Improving confidence while predicting trends in temporal disease networks. - Amaury Depierre, Emmanuel Dellandréa, Liming Chen:
Jacquard: A Large Scale Dataset for Robotic Grasp Detection. - Zhimeng Jiang, Chen Gong, Zhengyuan Xu:
Statistical Non-linear Model, Achievable Rates and Signal Detection for Photon-level Photomultiplier Receiver. - Tabish Rashid, Mikayel Samvelyan, Christian Schröder de Witt, Gregory Farquhar, Jakob N. Foerster, Shimon Whiteson:
QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning. - Mohammad Mahdi Tajiki, Behzad Akbari, Nader Mokari, Luca Chiaraviglio:
SDN-Based Resource Allocation in MPLS Networks: A Hybrid Approach. - Alexander Grabner, Peter M. Roth, Vincent Lepetit:
3D Pose Estimation and 3D Model Retrieval for Objects in the Wild. - Pauline Luc, Camille Couprie, Yann LeCun, Jakob Verbeek:
Predicting Future Instance Segmentations by Forecasting Convolutional Features. - Egor Lakomkin, Cornelius Weber, Stefan Wermter:
Automatically augmenting an emotion dataset improves classification using audio. - Egor Lakomkin, Cornelius Weber, Sven Magg, Stefan Wermter:
Reusing Neural Speech Representations for Auditory Emotion Recognition. - Egor Lakomkin, Chandrakant Bothe, Stefan Wermter:
GradAscent at EmoInt-2017: Character- and Word-Level Recurrent Neural Network Models for Tweet Emotion Intensity Detection. - Anselme Ndikumana, Nguyen Hoang Tran, Tai Manh Ho, Zhu Han, Walid Saad, Dusit Niyato, Choong Seon Hong:
Joint Communication, Computation, Caching, and Control in Big Data Multi-access Edge Computing. - Yifan Xu, Tianqi Fan, Mingye Xu, Long Zeng, Yu Qiao:
SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters. - Pepijn B. Cox, Siep Weiland, Roland Tóth:
Affine Parameter-Dependent Lyapunov Functions for LPV Systems with Affine Dependence. - Christian Rupprecht, Iro Laina, Nassir Navab, Gregory D. Hager, Federico Tombari:
Guide Me: Interacting with Deep Networks. - Gerome Vivar, Andreas Zwergal, Nassir Navab, Seyed-Ahmad Ahmadi:
Multi-modal Disease Classification in Incomplete Datasets Using Geometric Matrix Completion. - Zhongzheng Ren, Yong Jae Lee, Michael S. Ryoo:
Learning to Anonymize Faces for Privacy Preserving Action Detection. - Samuel Albanie, James Thewlis, João F. Henriques:
Substitute Teacher Networks: Learning with Almost No Supervision. - Mactar Ndaw, Macoumba Ndour, Papa Ngom:
The Alpha-Beta-Symetric Divergence and their Positive Definite Kernel. - Indranil Pan, Saptarshi Das:
Evolving Chaos: Identifying New Attractors of the Generalised Lorenz Family. - Valentina Bono, Saptarshi Das, Wasifa Jamal, Koushik Maharatna:
Hybrid Wavelet and EMD/ICA Approach for Artifact Suppression in Pervasive EEG. - Andreas Mang, Amir Gholami, Christos Davatzikos, George Biros:
PDE-constrained optimization in medical image analysis. - Housen Li, Johannes Schwab, Stephan Antholzer, Markus Haltmeier:
NETT: Solving Inverse Problems with Deep Neural Networks. - Christopher W. Lynn, Daniel D. Lee:
Maximizing Activity in Ising Networks via the TAP Approximation. - Jeffrey Regier, Andrew C. Miller, David Schlegel, Ryan P. Adams, Jon D. McAuliffe, Prabhat:
Approximate Inference for Constructing Astronomical Catalogs from Images. - Liwei Wu, Cho-Jui Hsieh, James Sharpnack:
SQL-Rank: A Listwise Approach to Collaborative Ranking. - Christopher W. Lynn, Lia Papadopoulos, Daniel D. Lee, Danielle S. Bassett:
Surges of collective human activity emerge from simple pairwise correlations. - Enrique del Castillo, Adam Meyers, Peng Chen:
A social Network Analysis of the Operations Research/Industrial Engineering Faculty Hiring Network. - Vikas Ramachandra:
Deep Learning for Causal Inference. - Eric O. Korman:
Autoencoding topology. - Somayeh Salimi, Subhrakanti Dey, Anders Ahlén:
Sequential Detection of Deception Attacks in Networked Control Systems with Watermarking. - Yichi Zhang, Zhijian Ou:
Learning Sparse Structured Ensembles with SG-MCMC and Network Pruning. - Srinadh Bhojanapalli, Nicolas Boumal, Prateek Jain, Praneeth Netrapalli:
Smoothed analysis for low-rank solutions to semidefinite programs in quadratic penalty form. - Zhanxing Zhu, Jingfeng Wu, Bing Yu, Lei Wu, Jinwen Ma:
The Regularization Effects of Anisotropic Noise in Stochastic Gradient Descent. - Christopher A. Metzler, Philip Schniter, Ashok Veeraraghavan, Richard G. Baraniuk:
prDeep: Robust Phase Retrieval with Flexible Deep Neural Networks. - Hiroyuki Hanada, Toshiyuki Takada, Jun Sakuma, Ichiro Takeuchi:
Interval-based Prediction Uncertainty Bound Computation in Learning with Missing Values. - Jinshan Zeng, Tim Tsz-Kit Lau, Shaobo Lin, Yuan Yao:
Block Coordinate Descent for Deep Learning: Unified Convergence Guarantees. - Faicel Chamroukhi, Hien D. Nguyen:
Model-Based Clustering and Classification of Functional Data. - Manuel Molano-Mazon, Arno Onken, Eugenio Piasini, Stefano Panzeri:
Synthesizing realistic neural population activity patterns using Generative Adversarial Networks. - Oliver Braganza:
Proxyeconomics, An agent based model of Campbell's law in competitive societal systems. - Yuan Wang, Wee Peng Tay, Wuhua Hu:
An Event-based Diffusion LMS Strategy. - Md Tauhidul Islam, Asaduzzaman, Celia Shahnaz, Wei-Ping Zhu, M. Omair Ahmad:
Speech Enhancement in Adverse Environments Based on Non-stationary Noise-driven Spectral Subtraction and SNR-dependent Phase Compensation. - Daniela Zöller, Stefan Lenz, Harald Binder:
Distributed multivariable modeling for signature development under data protection constraints. - Giacomo De Palma, Stefan Huber:
The conditional Entropy Power Inequality for quantum additive noise channels. - Pedro Mercado, Antoine Gautier, Francesco Tudisco, Matthias Hein:
The Power Mean Laplacian for Multilayer Graph Clustering. - André Mastmeyer:
Genaue modellbasierte Identifikation von gynäkologischen Katheterpfaden für die MRT-bildgestützte Brachytherapie. - Tom Lorimer, Karlis Kanders, Ruedi Stoop:
Natural data structure extracted from neighborhood-similarity graphs. - Zi Yin:
PIP Distance: A Unitary-invariant Metric for Understanding Functionality and Dimensionality of Vector Embeddings. - Huayi Zhou, Xiao Liang, Liping Li, Zaichen Zhang, Xiaohu You, Chuan Zhang:
Segmented Successive Cancellation List Polar Decoding with Tailored CRC. - Oscar Castañeda, Sven Jacobsson, Giuseppe Durisi, Tom Goldstein, Christoph Studer:
VLSI Design of a 3-bit Constant-Modulus Precoder for Massive MU-MIMO. - Ingo Roth, Richard Kueng, Shelby Kimmel, Yi-Kai Liu, David Gross, Jens Eisert, Martin Kliesch:
Recovering quantum gates from few average gate fidelities. - Kondwani Magamba, John A. Ryan:
Counting Extended Irreducible Goppa Codes. - Chinmoy Kundu, Sarbani Ghose, Telex Magloire Nkouatchah Ngatched, Octavia A. Dobre, Trung Quang Duong, Ranjan Bose:
Effects of CSI Knowledge on Secrecy of Threshold-Selection Decode-and-Forward Relaying. - Cecilia Di Ruberto, Lorenzo Putzu, Giuseppe Rodriguez:
Fast and accurate computation of orthogonal moments for texture analysis. - Daniel Reem, Simeon Reich, Alvaro R. De Pierro:
Re-examination of Bregman functions and new properties of their divergences. - Krysta M. Svore, Alan Geller, Matthias Troyer, John Azariah, Christopher E. Granade, Bettina Heim, Vadym Kliuchnikov, Mariia Mykhailova, Andres Paz, Martin Roetteler:
Q#: Enabling scalable quantum computing and development with a high-level domain-specific language. - Kai Wang:
An efficient algorithm to test forcibly-connectedness of graphical degree sequences. - Sean O'Rourke, Van Vu, Ke Wang:
Random perturbation and matrix sparsification and completion. - Hoyeon Lee, Jongha Lee, Hyeongseok Kim, Byungchul Cho, Seungryong Cho:
Deep-neural-network based sinogram synthesis for sparse-view CT image reconstruction. - Andreas Blass, Yuri Gurevich:
Common Denominator for Value and Expectation No-go Theorems: Extended Abstract. 98-103 - Oleg Sudakov, Evgeny Burnaev, Dmitry A. Koroteev:
Driving Digital Rock towards Machine Learning: predicting permeability with Gradient Boosting and Deep Neural Networks. - Eilon Solan, Omri Nisan Solan, Ron Solan:
Jointly Controlled Lotteries with Biased Coins. - Dominik Janzing, Bernhard Schölkopf:
Detecting non-causal artifacts in multivariate linear regression models. - Caterina Balzotti, Andrea Bragagnini, Maya Briani, Emiliano Cristiani:
Understanding Human Mobility Flows from Aggregated Mobile Phone Data. - Aleksandar Bojchevski, Oleksandr Shchur, Daniel Zügner, Stephan Günnemann:
NetGAN: Generating Graphs via Random Walks. - Peter Hegarty, Anders Martinsson, Edvin Wedin:
The "No Justice in the Universe" phenomenon: why honesty of effort may not be rewarded in tournaments. - Rong Zhu:
Gradient-based Sampling: An Adaptive Importance Sampling for Least-squares. - Przemyslaw Sadowski:
Quantum distance-based classifier with constant size memory, distributed knowledge and state recycling. - Jaime Lorenzo-Trueba, Fuming Fang, Xin Wang, Isao Echizen, Junichi Yamagishi, Tomi Kinnunen:
Can we steal your vocal identity from the Internet?: Initial investigation of cloning Obama's voice using GAN, WaveNet and low-quality found data. - Thomas Lundgaard Hansen, Tobias Lindstrøm Jensen:
A Fast Interior Point Method for Atomic Norm Soft Thresholding. - O. A. Malafeyev, A. P. Parfenov:
Game-theoretical model of cooperation between producers in a production process: 3-agent interaction case. - Bryce D. Conduit, Nick G. Jones, Howard J. Stone, Gareth John Conduit:
Probabilistic design of a molybdenum-base alloy using a neural network. - Felix Draxler, Kambis Veschgini, Manfred Salmhofer, Fred A. Hamprecht:
Essentially No Barriers in Neural Network Energy Landscape. - Lantian Li, Dong Wang, Yixiang Chen, Ying Shi, Zhiyuan Tang, Thomas Fang Zheng:
Deep factorization for speech signal. - Miten Mistry, Dimitrios Letsios, Ruth Misener, Gerhard Krennrich, Robert M. Lee:
Optimization with Gradient-Boosted Trees and Risk Control. - Riccardo Aragona, Alessio Meneghetti:
Type-Preserving Matrices and Security of Block Ciphers. - Andrea Paudice, Luis Muñoz-González, Emil C. Lupu:
Label Sanitization against Label Flipping Poisoning Attacks. - Nima Dehghani, Ralf D. Wimmer:
A computational perspective of the role of Thalamus in cognition. - Pablo Arrighi, Giuseppe Di Molfetta, Iván Márquez-Martín, Armando Pérez:
The Dirac equation as a quantum walk over the honeycomb and triangular lattices. - Mathias Soeken, Thomas Häner, Martin Roetteler:
Programming Quantum Computers Using Design Automation. - Mitch Hill, Erik Nijkamp, Song-Chun Zhu:
Building a Telescope to Look Into High-Dimensional Image Spaces. - Kunal Bhattacharya, Tuomas Takko, Daniel Monsivais, Kimmo Kaski:
Role of risk and information in a group formation experiment on a small-world network. - Blake Schultze, Yair Censor, Paniz Karbasi, Keith E. Schubert, Reinhard W. Schulte:
An Improved Method of Total Variation Superiorization Applied to Reconstruction in Proton Computed Tomography. - Sanghamitra Dutta, Gauri Joshi, Soumyadip Ghosh, Parijat Dube, Priya Nagpurkar:
Slow and Stale Gradients Can Win the Race: Error-Runtime Trade-offs in Distributed SGD. - Fei Tao, Gang Liu, Qingen Zhao:
An Ensemble Framework of Voice-Based Emotion Recognition System for Films and TV Programs. - Guodong Du, Liang Yuan, Kong Joo Shin, Shunsuke Managi:
Enhancement of land-use change modeling using convolutional neural networks and convolutional denoising autoencoders. - (Withdrawn) Every toroidal graph without triangles adjacent to 5-cycles is DP-4-colorable.
- Shaobo Han, David B. Dunson:
Multiresolution Tensor Decomposition for Multiple Spatial Passing Networks. - Amritanshu Pandey, Marko Jereminov, Martin R. Wagner, David M. Bromberg, Gabriela Hug, Larry T. Pileggi:
Robust Steady State Analysis of the Power Grid. - Flavio Iannelli, Manuel Sebastian Mariani, Igor M. Sokolov:
Network centrality based on reaction-diffusion dynamics reveals influential spreaders. - Xiao Zhang, Simon S. Du, Quanquan Gu:
Fast and Sample Efficient Inductive Matrix Completion via Multi-Phase Procrustes Flow. - Xiao Fu, Kejun Huang, Nicholas D. Sidiropoulos, Wing-Kin Ma:
Nonnegative Matrix Factorization for Signal and Data Analytics: Identifiability, Algorithms, and Applications. - Yuancheng Zhu, John D. Lafferty:
Distributed Nonparametric Regression under Communication Constraints. - Wei Cao, Wenxu Song, Xinge Li, Sixiao Zheng, Ge Zhang, Yanting Wu, Sailing He, Huilin Zhu, Jiajia Chen:
Could Interaction with Social Robots Facilitate Joint Attention of Children with Autism Spectrum Disorder? - Brahim Khalil Abid, Robert M. Gower:
Greedy stochastic algorithms for entropy-regularized optimal transport problems. - Ching-pei Lee, Cong Han Lim, Stephen J. Wright:
A Distributed Quasi-Newton Algorithm for Empirical Risk Minimization with Nonsmooth Regularization. - Xun Zheng, Bryon Aragam, Pradeep Ravikumar, Eric P. Xing:
DAGs with NO TEARS: Smooth Optimization for Structure Learning. - Antoine Dedieu, Rahul Mazumder, Zhen Zhu, Hossein Vahabi:
Hierarchical Modeling and Shrinkage for User Session Length Prediction in Media Streaming. - Saeed Nozhati, Yugandhar Sarkale, Bruce R. Ellingwood, Edwin K. P. Chong, Hussam Mahmoud:
Near-optimal planning using approximate dynamic programming to enhance post-hazard community resilience management. - Oliver Knill:
The hydrogen identity for Laplacians. - Yunkai Wang, Shengjun Wu, Wei Wang:
Controlled quantum search on structured databases. - Chen Diao, Bin Wang:
Data fusion of multivariate time series: Application to noisy 12-lead ECG signals. - Ahmed Hefny, Zita Marinho, Wen Sun, Siddhartha S. Srinivasa, Geoffrey J. Gordon:
Recurrent Predictive State Policy Networks. - Alessandro Chiesa, Michael A. Forbes, Tom Gur, Nicholas Spooner:
Spatial Isolation Implies Zero Knowledge Even in a Quantum World. - Avi Caciularu, David Burshtein:
Blind Channel Equalization using Variational Autoencoders. - Silvio Ghilardi, Maria João Gouveia, Luigi Santocanale:
Fixed-point elimination in the Intuitionistic Propositional Calculus (extended version). - Rohit Babbar, Bernhard Schölkopf:
Adversarial Extreme Multi-label Classification. - Michiel Stock, Tapio Pahikkala, Antti Airola, Bernard De Baets, Willem Waegeman:
A Comparative Study of Pairwise Learning Methods based on Kernel Ridge Regression. - Marc Tarres-Deulofeu, Antonia Godoy-Lorite, Roger Guimerà, Marta Sales-Pardo:
Tensorial and bipartite block models for link prediction in layered networks and temporal networks. - Mohammad Sadegh Talebi, Odalric-Ambrym Maillard:
Variance-Aware Regret Bounds for Undiscounted Reinforcement Learning in MDPs. - José Gómez-Galán:
Media Education as Theoretical and Practical Paradigm for Digital Literacy: An Interdisciplinary Analysis. - Ray Jiang, Sven Gowal, Timothy A. Mann, Danilo J. Rezende:
Optimizing Slate Recommendations via Slate-CVAE. - Boris Hanin, David Rolnick:
How to Start Training: The Effect of Initialization and Architecture. - Sebastian Tschiatschek, Aytunc Sahin, Andreas Krause:
Differentiable Submodular Maximization. - Elad Hoffer, Ron Banner, Itay Golan, Daniel Soudry:
Norm matters: efficient and accurate normalization schemes in deep networks. - Samory Kpotufe, Guillaume Martinet:
Marginal Singularity, and the Benefits of Labels in Covariate-Shift. - Md Tauhidul Islam, Celia Shahnaz:
Enhancement of Noisy Speech exploiting a Gaussian Modeling based Threshold and a PDF Dependent Thresholding Function. - Mojtaba Barzegari, Bahman Vahidi, Mohammad Reza Safarinejad, Marzieh Hashemipour:
Pathological Analysis of Stress Urinary Incontinence in Females using Artificial Neural Networks. - Amir Ali Ahmadi, Bachir El Khadir:
On Algebraic Proofs of Stability for Homogeneous Vector Fields. - Alexander J. Titus, Shashwat Kishore, Todd Stavish, Stephanie M. Rogers, Karl Ni:
PySEAL: A Python wrapper implementation of the SEAL homomorphic encryption library. - Mor Shpigel Nacson, Jason D. Lee, Suriya Gunasekar, Nathan Srebro, Daniel Soudry:
Convergence of Gradient Descent on Separable Data. - Bas Westerbaan:
Dagger and dilations in the category of von Neumann algebras. - Zdenek Dvorák, Petr Hlinený, Bojan Mohar:
Structure and generation of crossing-critical graphs. - Luís F. Seoane, Ricard V. Solé:
The morphospace of language networks. - Aurélien Decelle, Giancarlo Fissore, Cyril Furtlehner:
Thermodynamics of Restricted Boltzmann Machines and related learning dynamics. - Debjyoti Saharoy, Theja Tulabandhula:
An Online Algorithm for Learning Buyer Behavior under Realistic Pricing Restrictions. - Luke Pfister, Yoram Bresler:
Learning Filter Bank Sparsifying Transforms. - Yuehua Feng, Jianwei Xiao, Ming Gu:
Low-Rank Matrix Approximations with Flip-Flop Spectrum-Revealing QR Factorization. - James W. Kay, Robin A. A. Ince:
Exact partial information decompositions for Gaussian systems based on dependency constraints. - Adam Gustafson, Hariharan Narayanan:
John's Walk. - Gérard Biau, Benoît Cadre, Laurent Rouvìère:
Accelerated Gradient Boosting. - Amir Ali Ahmadi, Raphaël M. Jungers:
SOS-Convex Lyapunov Functions and Stability of Difference Inclusions. - Adrien Saumard, Fabien Navarro:
Model Selection as a Multiple Testing Procedure: Improving Akaike's Information Criterion. - Vincent A. Traag, Patrick Doreian, Andrej Mrvar:
Partitioning signed networks. - Mauricio de Castro Tomé, Pedro H. J. Nardelli, Hirley Alves:
Long-range Low-power Wireless Networks and Sampling Strategies in Electricity Metering. - Alina Sîrbu, Dino Pedreschi, Fosca Giannotti, János Kertész:
Algorithmic bias amplifies opinion polarization: A bounded confidence model. - Cristóvão Cruz, Alessandro Foi, Vladimir Katkovnik, Karen O. Egiazarian:
Nonlocality-Reinforced Convolutional Neural Networks for Image Denoising. - Lukas Einkemmer:
A comparison of semi-Lagrangian discontinuous Galerkin and spline based Vlasov solvers in four dimensions. - Maria Axenovich, Philip Dörr, Jonathan Rollin, Torsten Ueckerdt:
Induced and Weak Induced Arboricities. - Sirag Erkol, Ali Faqeeh, Filippo Radicchi:
Identifying influential spreaders in noisy networks. - Dallas Smith, Benjamin Z. Webb:
Hidden Symmetries in Real and Theoretical Networks. - Changsong Yu, Karim Said Barsim, Qiuqiang Kong, Bin Yang:
Multi-level Attention Model for Weakly Supervised Audio Classification. - Giacomo De Palma, Dario Trevisan, Vittorio Giovannetti, Luigi Ambrosio:
Gaussian optimizers for entropic inequalities in quantum information. - Joshua E. Hochuli, Alec Helbling, Tamar Skaist, Matthew Ragoza, David Ryan Koes:
Visualizing Convolutional Neural Network Protein-Ligand Scoring. - Fady Medhat, David Chesmore, John Robinson:
Masked Conditional Neural Networks for Audio Classification. - Daniel L. Sussman, Vince Lyzinski, Youngser Park, Carey E. Priebe:
Matched Filters for Noisy Induced Subgraph Detection. - Manolis Antonoyiannakis:
Impact Factors and the Central Limit Theorem. - Zhiying Huang, Heng Lu, Ming Lei, Zhijie Yan:
Linear networks based speaker adaptation for speech synthesis. - Laszlo Gyongyosi:
Quantum Circuit Designs for Gate-Model Quantum Computer Architectures. - Laszlo Gyongyosi:
A Poisson Model for Entanglement Optimization in the Quantum Internet. - Tianlong Zu, John P. Hutson, Lester C. Loschky, N. Sanjay Rebello:
Use of Eye-Tracking Technology to Investigate Cognitive Load Theory. - Tse-Yu Lin, Yen-Lung Tsai:
An Application of HodgeRank to Online Peer Assessment. - Elizabeth Hou, Alfred O. Hero III:
Sequential Maximum Margin Classifiers for Partially Labeled Data. - Márton Karsai, Hang-Hyun Jo, Kimmo Kaski:
Bursty Human Dynamics. - Yu-Xiang Wang:
Revisiting differentially private linear regression: optimal and adaptive prediction & estimation in unbounded domain. - Bart Scheers, Steven Bloemen, Hannes Mühleisen, Pim Schellart, Arjen van Elteren, Martin L. Kersten, Paul J. Groot:
Fast in-database cross-matching of high-cadence, high-density source lists with an up-to-date sky model. - Ieva Kazlauskaite, Carl Henrik Ek, Neill D. F. Campbell:
Gaussian Process Latent Variable Alignment Learning. - Antoine Dailly, Éric Duchêne, Urban Larsson, Gabrielle Paris:
Partition games are pure breaking games. - Liron Mor-Yosef, Haim Avron:
Sketching for Principal Component Regression. - (Withdrawn) Optimal performances of a global allocation of radio resources in heterogeneous networks system.
- Paul Yaworsky:
Realizing Intelligence. - Vaibhav B. Sinha, Sukrut Rao, Vineeth N. Balasubramanian:
Fast Dawid-Skene: A Fast Vote Aggregation Scheme for Sentiment Classification. - Kajsa Møllersen, Jon Yngve Hardeberg, Fred Godtliebsen:
A bag-to-class divergence approach to multiple-instance learning. - Sebastien Roch, Michael Nute, Tandy J. Warnow:
Long-branch attraction in species tree estimation: inconsistency of partitioned likelihood and topology-based summary methods. - Dirk A. Lorenz, Sean Rose, Frank Schöpfer:
The Randomized Kaczmarz Method with Mismatched Adjoint. - Xiaoxia Wu, Rachel A. Ward, Léon Bottou:
WNGrad: Learn the Learning Rate in Gradient Descent. - Md Tauhidul Islam, Udoy Saha, K. T. Shahid, Ahmed Bin Hussain, Celia Shahnaz:
Speech Enhancement Based on Non-stationary Noise-driven Geometric Spectral Subtraction and Phase Spectrum Compensation. - Jason S. Hartford, Devon R. Graham, Kevin Leyton-Brown, Siamak Ravanbakhsh:
Deep Models of Interactions Across Sets. - Partha P. Mitra:
Fast Convergence for Stochastic and Distributed Gradient Descent in the Interpolation Limit. - César A. Uribe, Darina Dvinskikh, Pavel E. Dvurechensky, Alexander V. Gasnikov, Angelia Nedic:
Distributed Computation of Wasserstein Barycenters over Networks. - Siheng Chen, Aarti Singh, Jelena Kovacevic:
Multiresolution Representations for Piecewise-Smooth Signals on Graphs. - Boris Bukh, Christopher Cox:
Nearly orthogonal vectors and small antipodal spherical codes. - Bryce D. Conduit, Nick G. Jones, Howard J. Stone, Gareth John Conduit:
Design of a nickel-base superalloy using a neural network. - Lech Duraj, Grzegorz Gutowski, Jakub Kozik:
A note on two-colorability of nonuniform hypergraphs. - Timothy J. O'Shea, Tamoghna Roy, Nathan E. West, Benjamin C. Hilburn:
Physical Layer Communications System Design Over-the-Air Using Adversarial Networks. - Jade Shi, Rhiju Das, Vijay S. Pande:
SentRNA: Improving computational RNA design by incorporating a prior of human design strategies. - Yinan Qi, Mohammed Al-Imari:
An Enabling Waveform for 5G - QAM-FBMC: Initial Analysis. - Trisha Lawrence:
A Bayesian and Machine Learning approach to estimating Influence Model parameters for IM-RO. - Robert Bamler, Stephan Mandt:
Improving Optimization in Models With Continuous Symmetry Breaking. - Giovanni S. Alberti, Habib Ammari, Francisco Romero, Timothée Wintz:
Dynamic Spike Super-resolution and Applications to Ultrafast Ultrasound Imaging. - Eugene d'Eon:
A reciprocal formulation of non-exponential radiative transfer, 1: Sketch and motivation. - Ryan Pyle, Robert Rosenbaum:
A model of reward-modulated motor learning with parallelcortical and basal ganglia pathways. - Marek Sawerwain, Joanna Wisniewska:
Quantum Coherence Measures for Quantum Switch. - Zilong Zhao, Jichang Zhao, Yukie Sano, Orr Levy, Hideki Takayasu, Misako Takayasu, Daqing Li, Shlomo Havlin:
Fake news propagate differently from real news even at early stages of spreading. - Ivano Ciardelli, Martin Otto:
Inquisitive bisimulation. - François Queyroi:
Biological and Shortest-Path Routing Procedures for Transportation Network Design. - Michael Vaiana, Sarah Muldoon:
Resolution Limits for Detecting Community Changes in Multilayer Networks. - Michael J. Kurtz, Alberto Accomazzi, Edwin A. Henneken:
Merging the Astrophysics and Planetary Science Information Systems. - Ilkka Törmä:
Cantor-Bendixson ranks of countable SFTs. - Cong Feng, Jie Zhang:
Hourly-Similarity Based Solar Forecasting Using Multi-Model Machine Learning Blending. - Chi-Ken Lu, Scott Cheng-Hsin Yang, Patrick Shafto:
Standing Wave Decomposition Gaussian Process. - Zhinus Marzi, João P. Hespanha, Upamanyu Madhow:
On the information in spike timing: neural codes derived from polychronous groups. - Yezhou Wu, Dong Ye:
Minimum T-Joins and Signed-Circuit Covering. - Tereza Klimosová, Stéphan Thomassé:
Edge-decomposing graphs into coprime forests. - Pablo Suárez-Serrato, E. I. Velazquez Richards:
Contour Parametrization via Anisotropic Mean Curvature Flows. - Kiran Koshy Thekumparampil, Chong Wang, Sewoong Oh, Li-Jia Li:
Attention-based Graph Neural Network for Semi-supervised Learning. - Ebrahim Karami, Savo Glisic:
Joint Optimization of Scheduling and Routing in Multicast Wireless Ad-Hoc Network Using Soft Graph Coloring and Non-linear Cubic Games. - Ebrahim Karami, Amir H. Banihashemi:
Cluster Size Optimization in Cooperative Spectrum Sensing. - Takayuki Kihara:
On a metric generalization of the tt-degrees and effective dimension theory. - Lili Zhang, Jennifer L. Priestley, Xuelei Ni:
Influence of the Event Rate on Discrimination Abilities of Bankruptcy Prediction Models. - Sanjay Krishna Gouda, Salil Kanetkar, David Harrison, Manfred K. Warmuth:
Speech Recognition: Keyword Spotting Through Image Recognition. - Gorjan Alagic, Christian Majenz, Alexander Russell, Fang Song:
Quantum-secure message authentication via blind-unforgeability. - Siong Thye Goh, Cynthia Rudin:
A Minimax Surrogate Loss Approach to Conditional Difference Estimation. - Oluwarotimi Giwa, Abdsamad Benkrid:
Fire detection in a still image using colour information. - Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti:
On dynamic ensemble selection and data preprocessing for multi-class imbalance learning. - Soorya Gopalakrishnan, Zhinus Marzi, Upamanyu Madhow, Ramtin Pedarsani:
Combating Adversarial Attacks Using Sparse Representations. - Li Zeng, Zhaolong Yu, Hongyu Zhao:
A pathway-based kernel boosting method for sample classification using genomic data. - Domingo Gómez-Pérez, Min Sha, Andrew Z. Tirkel:
k-Error linear complexity for multidimensional arrays. - Yingxiang Yang, Adams Wei Yu, Zhaoran Wang, Tuo Zhao:
Detecting Nonlinear Causality in Multivariate Time Series with Sparse Additive Models. - Carl Feghali:
Paths between colourings of sparse graphs. - Niranjan Balachandran, Rogers Mathew, Tapas Kumar Mishra:
Fractional L-intersecting families. - Eralp Turgay, Doruk Öner, Cem Tekin:
Multi-objective Contextual Bandit Problem with Similarity Information. - James H. Davenport, Acyr F. Locatelli, Gregory K. Sankaran:
Regular cylindrical algebraic decomposition. - Kanru Hua:
Modeling Singing F0 With Neural Network Driven Transition-Sustain Models. - Mostafa Medra, Andrew W. Eckford, Raviraj Adve:
Updating Beamformers to Respond to Changes in Users. - Di Chen, Zoe Liu, Yaowu Xu, Fengqing Zhu, Edward J. Delp:
Multi-Reference Video Coding Using Stillness Detection. - Chang Ye, Rasoul Shafipour, Gonzalo Mateos:
Blind Identification of Invertible Graph Filters with Multiple Sparse Inputs. - Yun-Jhong Wu, Elizaveta Levina, Ji Zhu:
Link prediction for egocentrically sampled networks. - Hamidreza Shariatmadari, Sassan Iraji, Riku Jäntti, Petar Popovski, Zexian Li, Mikko A. Uusitalo:
5G Control Channel Design for Ultra-Reliable Low-Latency Communications. - Yugandhar Sarkale, Saeed Nozhati, Edwin K. P. Chong, Bruce R. Ellingwood, Hussam Mahmoud:
Solving Markov decision processes for network-level post-hazard recovery via simulation optimization and rollout. - Arun Venkitaraman, Alireza M. Javid, Saikat Chatterjee:
R3Net: Random Weights, Rectifier Linear Units and Robustness for Artificial Neural Network. - Arun Venkitaraman, Saikat Chatterjee, Peter Händel:
Extreme Learning Machine for Graph Signal Processing. - Arun Venkitaraman, Saikat Chatterjee, Peter Händel:
Multi-kernel Regression For Graph Signal Processing. - Ignacio Álvarez Illán, Javier Ramírez, Juan Manuel Górriz, Katja Pinker-Domenig, Anke Meyer-Baese:
Automated non-mass enhancing lesion detection and segmentation in breast DCE-MRI. - Akshay Krishnamurthy, Zhiwei Steven Wu, Vasilis Syrgkanis:
Semiparametric Contextual Bandits. - Amirhossein Jabalameli, Aman Behal:
System Identification of a Multi-timescale Adaptive Threshold Neuronal Model. - Mohammad Ali Javidian, Marco Valtorta:
The evolution of multivariate regression chain graphs. - Kai-Uwe Schmidt:
Quadratic and symmetric bilinear forms over finite fields and their association schemes. - Arya Mazumdar, Ankit Singh Rawat:
Representation Learning and Recovery in the ReLU Model. - Alexandru-Ionut Babeanu:
A random matrix perspective of cultural structure. - Deepak Varma, Praveen Chandrashekar:
A second-order well-balanced finite volume scheme for Euler equations with gravity. - Sheraz Khan, Javeria Hashmi, Fahimeh Mamashli, Konstantinos P. Michmizos, Manfred G. Kitzbichler, Hari M. Bharadwaj, Yousra Bekhti, Santosh Ganesan, Keri A. Garel, Susan L. Whitfield-Gabrieli, Randy L. Gollub, Jian Kong, Lucia Maria Vaina, Kunjan D. Rana, Steven M. Stufflebeam, Matti S. Hämäläinen, Tal Kenet:
Maturation Trajectories of Cortical Resting-State Networks Depend on the Mediating Frequency Band. - Junhong Lin, Volkan Cevher:
Optimal Rates of Sketched-regularized Algorithms for Least-Squares Regression over Hilbert Spaces. - Arash Raeisi Gahrouei, Mehdi Ghatee:
Effective Implementation of GPU-based Revised Simplex algorithm applying new memory management and cycle avoidance strategies. - Adam Bouland, Bill Fefferman, Chinmay Nirkhe, Umesh V. Vazirani:
Quantum Supremacy and the Complexity of Random Circuit Sampling. - Vsevolod Salnikov, Daniele Cassese, Renaud Lambiotte, Nick S. Jones:
Co-occurrence simplicial complexes in mathematics: identifying the holes of knowledge. - Adel Javanmard, Hamid Javadi:
False Discovery Rate Control via Debiased Lasso. - Enrico Camporeale:
Accuracy-Reliability Cost Function for Empirical Variance Estimation. - Achyuthan Jootoo, David Lattanzi:
Bridge type classification: supervised learning on a modified NBI dataset. - Daniel J. Bernstein:
Is the security of quantum cryptography guaranteed by the laws of physics? - Liren Yang, Oscar Mickelin, Necmiye Ozay:
On sufficient conditions for mixed monotonicity. - (Withdrawn) Anomaly Detection in Road Networks using Sliding-Window Tensor Factorization.
- Zhixin Zhou, Arash A. Amini:
Analysis of spectral clustering algorithms for community detection: the general bipartite setting. - Pan Wei, John E. Ball, Derek T. Anderson:
Multi-Sensor Conflict Measurement and Information Fusion. - Pan Wei, John E. Ball, Derek T. Anderson, Archit Harsh, Christopher Archibald:
Measuring Conflict in a Multi-Source Environment as a Normal Measure. - Chetan Sai Tutika, Charan Vallapaneni, Karthik R, Bharath KP, N. Ruban Rajesh Kumar Muthu:
Image Segmentation and Processing for Efficient Parking Space Analysis. - Mowen Lu, Harsha Nagarajan, Russell Bent, Sandra D. Eksioglu, Scott J. Mason:
Tight Piecewise Convex Relaxations for Global Optimization of Optimal Power Flow. - Masayoshi Hayashi, Tomoya Sakai, Masashi Sugiyama:
Binary Matrix Completion Using Unobserved Entries. - Maryam Aziz, Jesse Anderton, Emilie Kaufmann, Javed A. Aslam:
Pure Exploration in Infinitely-Armed Bandit Models with Fixed-Confidence. - Yukun Wang, Ignatius William Primaatmaja, Antonios Varvitsiotis, Charles Ci Wen Lim:
Characterising the behaviour of classical-quantum broadcast networks. - Vincent T. Lee, Armin Alaghi, Luis Ceze:
Correlation Manipulating Circuits for Stochastic Computing. - Gaurav Gupta, Sérgio Pequito, Paul Bogdan:
Dealing with Unknown Unknowns: Identification and Selection of Minimal Sensing for Fractional Dynamics with Unknown Inputs. - Seunghyeon Kim, Michael F. Fenech, Pan-Jun Kim:
Nutritionally recommended food for semi- to strict vegetarian diets based on large-scale nutrient composition data. - Yun Seong Nam, Yuan Su, Dmitri Maslov:
Approximate Quantum Fourier Transform with O(n log(n)) T gates. - Neil Dhir, Houman Dallali, Mo Rastgaar:
Coregionalised Locomotion Envelopes - A Qualitative Approach. - Arash Mehrjou:
Analysis of Nonautonomous Adversarial Systems. - Joseph Boudou, Martín Diéguez, David Fernández-Duque, Fabián Romero:
Axiomatic systems and topological semantics for intuitionistic temporal logic. - Philippe Balbiani, Joseph Boudou, Martín Diéguez, David Fernández-Duque:
Bisimulations for intuitionistic temporal logics. - Radoslav Fulek, Jan Kyncl:
The ℤ2-genus of Kuratowski minors. - Xinzhi Han, Sen Lei:
Feature Selection and Model Comparison on Microsoft Learning-to-Rank Data Sets. - Matthew Deakin, Thomas Morstyn, Dimitra Apostolopoulou, Malcolm McCulloch:
The Value of Reactive Power for Voltage Control in Lossy Networks. - Michael Anastos, Alan M. Frieze:
On the connectivity threshold for colorings of random graphs and hypergraphs. - Piyush Grover, Kaivalya Bakshi, Evangelos A. Theodorou:
A mean-field game model for homogeneous flocking. - Mehmet Pilanci, Elif Vural:
Domain Adaptation on Graphs by Learning Aligned Graph Bases. - Sergey Novoselov, Oleg Kudashev, Vadim Shchemelinin, Ivan Kremnev, Galina Lavrentyeva:
Deep CNN based feature extractor for text-prompted speaker recognition. - Run Han, Yilong Yang, Xiaoshan Li, Defang Ouyang:
Predicting Oral Disintegrating Tablet Formulations by Neural Network Techniques. - Francisco Albarrán-Arriagada, Juan Carlos Retamal, Enrique Solano, Lucas Lamata:
Measurement-based adaptation protocol with quantum reinforcement learning. - Gabriele Costante, Thomas A. Ciarfuglia, Filippo Biondi:
Towards Monocular Digital Elevation Model (DEM) Estimation by Convolutional Neural Networks - Application on Synthetic Aperture Radar Images. - Can Karakus, Yifan Sun, Suhas N. Diggavi, Wotao Yin:
Redundancy Techniques for Straggler Mitigation in Distributed Optimization and Learning. - Thomas Teh, Chaiyawan Auepanwiriyakul, John Alexander Harston, A. Aldo Faisal:
Generalised Structural CNNs (SCNNs) for time series data with arbitrary graph-toplogies. - Hossein Salehghaffari:
Speaker Verification using Convolutional Neural Networks. - Erel Segal-Halevi:
Cake-Cutting with Different Entitlements: How Many Cuts are Needed? - Genaro J. Martínez, Andrew Adamatzky, Kenichi Morita:
Logical Gates via Gliders Collisions. - Martin J. Gander, Iryna Kulchytska-Ruchka, Innocent Niyonzima, Sebastian Schöps:
A New Parareal Algorithm for Problems with Discontinuous Sources. - Sherri Rose, Thomas G. McGuire:
Statistical Fit and Algorithmic Fairness in Risk Adjustment for Health Policy. - Raj Agrawal, Tamara Broderick, Caroline Uhler:
Minimal I-MAP MCMC for Scalable Structure Discovery in Causal DAG Models. - Gamaleldin F. Elsayed, Dilip Krishnan, Hossein Mobahi, Kevin Regan, Samy Bengio:
Large Margin Deep Networks for Classification. - Shen-Yi Zhao, Gong-Duo Zhang, Ming-Wei Li, Wu-Jun Li:
Proximal SCOPE for Distributed Sparse Learning: Better Data Partition Implies Faster Convergence Rate. - Rianne van den Berg, Leonard Hasenclever, Jakub M. Tomczak, Max Welling:
Sylvester Normalizing Flows for Variational Inference. - Renato L. G. Cavalcante, Slawomir Stanczak:
Spectral radii of asymptotic mappings and the convergence speed of the standard fixed point algorithm. - Jared Shamwell, William D. Nothwang, Donald Perlis:
Multi-Hypothesis Visual-Inertial Flow. - Arun Venkitaraman, Saikat Chatterjee, Peter Händel:
Gaussian Processes Over Graphs. - Karlson Pfannschmidt, Pritha Gupta, Eyke Hüllermeier:
Deep architectures for learning context-dependent ranking functions. - Emil Jerábek:
Rigid models of Presburger arithmetic. - Rahman Attar, Xiang Xie, Zhihua Wang, Shigang Yue:
2D Reconstruction of Small Intestine's Interior Wall. - Manuel Lafond, Nadia El-Mabrouk, Katharina T. Huber, Vincent Moulton:
The complexity of comparing multiply-labelled trees by extending phylogenetic-tree metrics. - Daniel Emaasit, Matthew Johnson:
Capturing Structure Implicitly from Time-Series having Limited Data. - Julien M. Hendrickx, Michel Gevers, Alexandre S. Bazanella:
Identifiability of dynamical networks with partial node measurements. - Maria Han Veiga, Rémi Abgrall, Romain Teyssier:
Capturing near-equilibrium solutions: a comparison between high-order Discontinuous Galerkin methods and well-balanced schemes. - Darli A. A. Mello, Fabio A. Barbosa, Jacklyn D. Reis:
Interplay of Probabilistic Shaping and the Blind Phase Search Algorithm. - Alejandro Mottini, Rodrigo Acuna-Agost:
Deep Choice Model Using Pointer Networks for Airline Itinerary Prediction. - Milena Cukic, David D. Pokrajac, Miodrag Stokic, Slobodan Simic, Vlada Radivojevic, Milos Ljubisavljevic:
EEG machine learning with Higuchi fractal dimension and Sample Entropy as features for successful detection of depression. - Shannon R. McCurdy:
Ridge Regression and Provable Deterministic Ridge Leverage Score Sampling. - Tom Zahavy, Alex Dikopoltsev, Oren Cohen, Shie Mannor, Mordechai Segev:
Deep Learning Reconstruction of Ultra-Short Pulses. - Zhixin Zhou, Arash A. Amini:
Optimal Bipartite Network Clustering. - José A. Cuesta, Carlos Gracia-Lázaro, Yamir Moreno, Ángel Sánchez:
Reputation is required for cooperation to emerge in dynamic networks. - Túlio A. M. Toffolo, Thibaut Vidal, Tony Wauters:
Heuristics for vehicle routing problems: Sequence or set optimization? - Amir Ali Ahmadi, Bachir El Khadir:
A Globally Asymptotically Stable Polynomial Vector Field with Rational Coefficients and no Local Polynomial Lyapunov Function. - Richard Kenway:
Vulnerability of Deep Learning. - Leonardo Martínez-Sandoval, Edgardo Roldán-Pensado, Natan Rubin:
Further Consequences of the Colorful Helly Hypothesis. - Ryota Kawasumi, Koujin Takeda:
Approximate Method of Variational Bayesian Matrix Factorization/Completion with Sparse Prior. - C. H. Bryan Liu, Benjamin Paul Chamberlain:
Online Controlled Experiments for Personalised e-Commerce Strategies: Design, Challenges, and Pitfalls. - Tom Rainforth:
Nesting Probabilistic Programs. - Jesse Geneson:
Forbidden arithmetic progressions in permutations of subsets of the integers. - Aleix Bassolas, José J. Ramasco, Ricardo Herranz, Oliva G. Cantu-Ros:
Mobile phone records to feed activity-based travel demand models: MATSim for studying a cordon toll policy in Barcelona. - Gavin S. Hartnett, Edward Parker, Edward Geist:
Replica Symmetry Breaking in Bipartite Spin Glasses and Neural Networks. - Hannah K. Wayment-Steele, Vijay S. Pande:
Note: Variational Encoding of Protein Dynamics Benefits from Maximizing Latent Autocorrelation. - Yingjie Fei, Yudong Chen:
Hidden Integrality of SDP Relaxation for Sub-Gaussian Mixture Models. - Damek Davis, Dmitriy Drusvyatskiy:
Stochastic model-based minimization of weakly convex functions. - Hongjue Wang, Tao Wang:
Recognizing number of communities and detecting community structures in complex networks. - Christopher Kim, Carson Chow:
Learning recurrent dynamics in spiking networks. - Igor Pak:
Complexity problems in enumerative combinatorics. - Armen E. Allahverdyan, Aram Galstyan, Ali E. Abbas, Zbigniew R. Struzik:
Adaptive prior probabilities via optimization of risk and entropy. - Sai Krishna Kanth Hari, Kaarthik Sundar, Harsha Nagarajan, Russell Bent, Scott Backhaus:
Hierarchical Predictive Control Algorithms for Optimal Design and Operation of Microgrids. - Jean-Luc Baril, Sergey Kirgizov, Vincent Vajnovszki:
Descent distribution on Catalan words avoiding a pattern of length at most three. - János Pach, Bruce A. Reed, Yelena Yuditsky:
Almost all string graphs are intersection graphs of plane convex sets. - W. Bastiaan Kleijn:
Directional emphasis in ambisonics. - Fábio Botler, Andrea Jiménez, Maycon Sambinelli:
Gallai's path decomposition conjecture for triangle-free planar graphs. - Kyle E. C. Booth, Minh Do, J. Christopher Beck, Eleanor Gilbert Rieffel, Davide Venturelli, Jeremy Frank:
Comparing and Integrating Constraint Programming and Temporal Planning for Quantum Circuit Compilation. - Oliver Knill:
The Cohomology for Wu Characteristics. - Furui Liu, Laiwan Chan:
Confounder Detection in High Dimensional Linear Models using First Moments of Spectral Measures. - Giovanni Alberti, Helmut Bölcskei, Camillo De Lellis, Günther Koliander, Erwin Riegler:
Lossless Analog Compression. - Koko K. Kayibi, Shariefuddin Pirzada, Carrie G. Rutherford:
Mixing Time of Markov chain of the Knapsack Problem. - Rubén J. Sánchez-García:
Exploiting symmetry in network analysis. - Xun Liang:
Simulating the future urban growth in Xiongan New Area: a upcoming big city in China. - Mohamed W. Mehrez Said:
Optimization Based Solutions for Control and State Estimation in Non-holonomic Mobile Robots: Stability, Distributed Control, and Relative Localization. - Zafar Ahmed, Sachin Kumar:
Pearson's correlation coefficient in the theory of networks: A comment. - Ari S. Morcos, David G. T. Barrett, Neil C. Rabinowitz, Matthew M. Botvinick:
On the importance of single directions for generalization. - Marco Baity-Jesi, Levent Sagun, Mario Geiger, Stefano Spigler, Gérard Ben Arous, Chiara Cammarota, Yann LeCun, Matthieu Wyart, Giulio Biroli:
Comparing Dynamics: Deep Neural Networks versus Glassy Systems. - Lilian Besson, Emilie Kaufmann:
What Doubling Tricks Can and Can't Do for Multi-Armed Bandits. - Chiranjib Mukhopadhyay, Arun Kumar Pati, Sk Sazim:
Quantifying coherence with quantum addition. - George C. Linderman, Stefan Steinerberger:
Numerical Integration on Graphs: where to sample and how to weigh. - Elena Facco, Maria d'Errico, Alex Rodriguez, Alessandro Laio:
Estimating the intrinsic dimension of datasets by a minimal neighborhood information. - Matteo Cinelli:
Generalized Rich-Club Ordering in Networks. - Wuchen Li, Guido Montúfar:
Natural gradient via optimal transport I. - Patrick R. Johnstone, Jonathan Eckstein:
Projective Splitting with Forward Steps: Asynchronous and Block-Iterative Operator Splitting. - Youngjun Cho:
Sensorless Resonance Tracking of Resonant Electromagnetic Actuator through Back-EMF Estimation for Mobile Devices. - Gonzalo Rios, Felipe A. Tobar:
Learning non-Gaussian Time Series using the Box-Cox Gaussian Process. - Mengxiao Sun:
A New Bound on Hrushovski's Algorithm for Computing the Galois Group of a Linear Differential Equation. - Konstantin Avrachenkov, Alexei B. Piunovskiy, Yi Zhang:
Impulsive Control for G-AIMD Dynamics with Relaxed and Hard Constraints. - Greg Lewis, Vasilis Syrgkanis:
Adversarial Generalized Method of Moments. - Ebrahim Karami, Mohamed S. Shehata, Andrew Smith:
Adaptive Polar Active Contour for Segmentation and Tracking in Ultrasound Videos. - Ziping Zhao, Daniel P. Palomar:
Sparse Reduced Rank Regression With Nonconvex Regularization. - Zhenglin Wu, Haohan Wang, Mingze Cao, Yin Chen, Eric P. Xing:
Fair Deep Learning Prediction for Healthcare Applications with Confounder Filtering. - Matthew M. Peet:
A New State-Space Representation of Lyapunov Stability for Coupled PDEs and Scalable Stability Analysis in the SOS Framework - with Lemma Proofs. - Pol Henarejos:
Polarization and Index Modulations: a Theoretical and Practical Perspective. - Pol Henarejos, Ana I. Pérez-Neira:
Capacity Analysis of Index Modulations over Spatial, Polarization and Frequency Dimensions. - Hendrik Richter:
Information content of coevolutionary game landscapes. - Pol Henarejos, Ana I. Pérez-Neira:
Dual Polarized Modulation and Reception for Next Generation Mobile Satellite Communications. - Ciprian George-Gavrincea, Jorge Baranda, Pol Henarejos:
Rapid Prototyping of Standard-Compliant Visible Light Communications System. - Anxo Tato, Pol Henarejos, Carlos Mosquera, Ana I. Pérez-Neira:
Link Adaptation Algorithms for Dual Polarization Mobile Satellite Systems. - Pol Henarejos, Ana I. Pérez-Neira, Nicolò Mazzali, Carlos Mosquera:
Advanced Signal Processing Techniques for Fixed and Mobile Satellite Communications. - Pol Henarejos, Musbah Shaat, Mònica Navarro:
NOMA Assisted Joint Broadcast and Multicast Transmission in 5G Networks. - Miguel Ángel Vázquez, Ana I. Pérez-Neira, Carlos Mosquera, Bhavani Shankar, Pol Henarejos, Athanasios D. Panagopoulos, Giovanni Giambene, Vasilios A. Siris, George C. Polyzos, Nader Alagha:
Pushing for higher rates and efficiency in Satcom: the different perspectives within SatNExIV. - Pol Henarejos, Ana I. Pérez-Neira:
Dual Polarized Modulation and Receivers for Mobile Communications in Urban Areas. - Pol Henarejos, Miguel Ángel Vázquez, Giuseppe Cocco, Ana I. Pérez-Neira:
Forward Link Interference Mitigation in Mobile Interactive Satellite Systems. - Jorge Baranda, Pol Henarejos, Ciprian George-Gavrincea:
An SDR Implementation of a Visible Light Communication System Based on the IEEE 802.15.7 Standard. - Jorge Baranda, Pol Henarejos, Yan Grunenberger, Montse Nájar:
Prototyping with SDR: a quick way to play with next-gen communications systems. - Thomas Kerdreux, Fabian Pedregosa, Alexandre d'Aspremont:
Frank-Wolfe with Subsampling Oracle. - Filip Hanzely, Peter Richtárik:
Fastest Rates for Stochastic Mirror Descent Methods. - Yaniv Dover, Jacob Goldenberg, Daniel Shapira:
Sustainable Online Communities Exhibit Distinct Hierarchical Structures Across Scales of Size. - Hao-Chung Cheng, Eric P. Hanson, Nilanjana Datta, Min-Hsiu Hsieh:
Non-Asymptotic Classical Data Compression with Quantum Side Information. - Steindór Sæmundsson, Katja Hofmann, Marc Peter Deisenroth:
Meta Reinforcement Learning with Latent Variable Gaussian Processes. - Lijun Ding, Yudong Chen:
The Leave-one-out Approach for Matrix Completion: Primal and Dual Analysis. - Shi Pu, Wei Shi, Jinming Xu, Angelia Nedich:
A Push-Pull Gradient Method for Distributed Optimization in Networks. - Twan van Laarhoven, Elena Marchiori:
Domain Adaptation with Randomized Expectation Maximization. - Georgios Darivianakis, Annika Eichler, John Lygeros:
Distributed Model Predictive Control for Linear Systems with Adaptive Terminal Sets. - Yuan Li, Garvesh Raskutti, Rebecca Willett:
Graph-based regularization for regression problems with highly-correlated designs. - Georgios Darivianakis, Angelos Georghiou, John Lygeros:
Decentralized decision making for networks of uncertain systems. - Ângelo Cardoso, Fabio Daolio, Saúl Vargas:
Product Characterisation towards Personalisation: Learning Attributes from Unstructured Data to Recommend Fashion Products. - Amir Ali Ahmadi, Jeffrey Zhang:
On the Complexity of Testing Attainment of the Optimal Value in Nonlinear Optimization. - Debankur Mukherjee, Alexander L. Stolyar:
Join-Idle-Queue with Service Elasticity: Large-Scale Asymptotics of a Non-monotone System. - Furui Liu, Laiwan Chan:
Causal Inference on Discrete Data via Estimating Distance Correlations. - Yuxin Chen, Yuejie Chi, Jianqing Fan, Cong Ma:
Gradient Descent with Random Initialization: Fast Global Convergence for Nonconvex Phase Retrieval. - Shi Pu, Angelia Nedic:
A Distributed Stochastic Gradient Tracking Method. - Yuting Wei, Billy Fang, Martin J. Wainwright:
From Gauss to Kolmogorov: Localized Measures of Complexity for Ellipses. - Tim Hälsig, Darko Cvetkovski, Eckhard Grass, Berthold Lankl:
Statistical Properties and Variations of LOS MIMO Channels at Millimeter Wave Frequencies. - Christopher J. Cueva, Xue-Xin Wei:
Emergence of grid-like representations by training recurrent neural networks to perform spatial localization. - Ali Mokdad, Paeiz Azmi, Nader Mokari, Mohammad Moltafet, Mohsen Ghaffari-Miab:
Cross-Layer Energy Efficient Resource Allocation in PD-NOMA based H-CRANs: Implementation via GPU. - Gérard Biau, Benoît Cadre, Maxime Sangnier, Ugo Tanielian:
Some Theoretical Properties of GANs. - Jack Kuipers, Polina Suter, Giusi Moffa:
Efficient Structure Learning and Sampling of Bayesian Networks. - Patrick Jähnichen, Florian Wenzel, Marius Kloft, Stephan Mandt:
Scalable Generalized Dynamic Topic Models. - Karl Øyvind Mikalsen, Cristina Soguero-Ruíz, Filippo Maria Bianchi, Arthur Revhaug, Robert Jenssen:
An Unsupervised Multivariate Time Series Kernel Approach for Identifying Patients with Surgical Site Infection from Blood Samples. - Yuan Zhang, Tong Zhou:
On the Edge Insertion/Deletion and Controllability Distance of Linear Structural Systems. - Ming-Yen Wu, Chi-Hua Chen, Chi-Chun Lo:
An Exercise Fatigue Detection Model Based on Machine Learning Methods. - Vasileios Tzoumas, Ali Jadbabaie, George J. Pappas:
Resilient Monotone Sequential Maximization. - Bernard Mourrain, Simon Telen, Marc Van Barel:
Solving Polynomial Systems Efficiently and Accurately. - Indrayudh Ghosal, Giles Hooker:
Boosting Random Forests to Reduce Bias; One-Step Boosted Forest and its Variance Estimate. - Miles E. Lopes, Shusen Wang, Michael W. Mahoney:
Error Estimation for Randomized Least-Squares Algorithms via the Bootstrap. - Tara Brough:
Word Problem Languages for Free Inverse Monoids. - Shirshendu Ganguly, Nikhil Srivastava:
On Non-localization of Eigenvectors of High Girth Graphs. - Cong Wan, Cong Wang, Yanxia Lv:
SI based disease model over signed network. - Emre Can Sertöz:
Computing Periods of Hypersurfaces. - Massimo Stella, Marco Cristoforetti, Manlio De Domenico:
Influence of augmented humans in online interactions during voting events. - Giulia Denevi, Carlo Ciliberto, Dimitris Stamos, Massimiliano Pontil:
Incremental Learning-to-Learn with Statistical Guarantees. - Jamie Haddock, Deanna Needell:
Randomized Projection Methods for Corrupted Linear Systems. - David M. Burns, Cari M. Whyne:
Seglearn: A Python Package for Learning Sequences and Time Series. - Yuan Yang, Yang Shi, Daniela Constantinescu:
Connectivity-Preserving Coordination Control of Multi-Agent Systems with Time-Varying Delays. - Abhishek Halder:
On the Parameterized Computation of Minimum Volume Outer Ellipsoid of Minkowski Sum of Ellipsoids. - Kevin He:
Mislearning from Censored Data: Gambler's Fallacy in a Search Problem. - Richard Obermeier, José Ángel Martínez Lorenzo:
Sensing Matrix Design via Capacity Maximization for Block Compressive Sensing Applications. - Tristan Bepler, Andrew Morin, Alex J. Noble, Julia Brasch, Lawrence Shapiro, Bonnie Berger:
Positive-unlabeled convolutional neural networks for particle picking in cryo-electron micrographs. - Ori Ernst, Shlomo E. Chazan, Sharon Gannot, Jacob Goldberger:
Speech Dereverberation Using Fully Convolutional Networks. - Wahab Khawaja, Özgür Özdemir, Yavuz Yapici, Ismail Güvenç, Yuichi Kakishima:
Coverage Enhancement for mmWave Communications using Passive Reflectors. - Chunhao Wang, Leonard Wossnig:
A quantum algorithm for simulating non-sparse Hamiltonians. - Saber Jafarpour, Elizabeth Y. Huang, Francesco Bullo:
Synchronization of Coupled Oscillators: The Taylor Expansion of the Inverse Kuramoto Map. - Tillmann Mühlpfordt, Timm Faulwasser, Veit Hagenmeyer:
A Generalized Framework for Chance-constrained Optimal Power Flow. - D. Gómez-Cabrero, D. N. Ranasinghe:
Fine-tuning the Ant Colony System algorithm through Particle Swarm Optimization. - Hartmut Maennel, Olivier Bousquet, Sylvain Gelly:
Gradient Descent Quantizes ReLU Network Features. - Aaron Schein, Zhiwei Steven Wu, Mingyuan Zhou, Hanna M. Wallach:
Locally Private Bayesian Inference for Count Models. - Wouter Kool, Max Welling:
Attention Solves Your TSP. - Daniele Notarmuzi, Claudio Castellano:
Analytical study of quality-biased competition dynamics for memes in social media. - Lewis Smith, Yarin Gal:
Understanding Measures of Uncertainty for Adversarial Example Detection. - Mathias Lechner, Ramin M. Hasani, Radu Grosu:
Neuronal Circuit Policies. - Francois Fagan, Garud Iyengar:
Unbiased scalable softmax optimization. - Yining Wang, Sivaraman Balakrishnan, Aarti Singh:
Optimization of Smooth Functions with Noisy Observations: Local Minimax Rates. - Mathias Unberath, Jan-Nico Zaech, Sing Chun Lee, Bastian Bier, Javad Fotouhi, Mehran Armand, Nassir Navab:
DeepDRR - A Catalyst for Machine Learning in Fluoroscopy-guided Procedures. - G. A. Cox, S. Egly, Gerry R. Harp, J. Richards, S. Vinodababu, J. Voien:
Classification of simulated radio signals using Wide Residual Networks for use in the search for extra-terrestrial intelligence. - Nicolas Tremblay, Simon Barthelmé, Pierre-Olivier Amblard:
Determinantal Point Processes for Coresets. - Tillmann Mühlpfordt, Veit Hagenmeyer, Timm Faulwasser:
The Price of Uncertainty: Chance-constrained OPF vs. In-hindsight OPF. - Pankaj Mehta, Marin Bukov, Ching-Hao Wang, Alexandre G. R. Day, Clint Richardson, Charles K. Fisher, David J. Schwab:
A high-bias, low-variance introduction to Machine Learning for physicists. - Daniele Cassese, Paolo Pin:
Edgeworth trading on networks. - Kwabena Doku-Amponsah:
Large deviation principles for empirical measures of the multitype random networks. - Alexander Böttcher, Wieland Brendel, Bernhard Englitz, Matthias Bethge:
Trace your sources in large-scale data: one ring to find them all. - Taposh Banerjee, Gene T. Whipps, Prudhvi Gurram, Vahid Tarokh:
Sequential Event Detection Using Multimodal Data in Nonstationary Environments. - Vít Jelínek, Stanislav Kucera:
On the structure of matrices avoiding interval-minor patterns. - José Novoa, Juan Pablo Escudero, Jorge Wuth, Víctor Poblete, Simon King, Richard M. Stern, Néstor Becerra Yoma:
Exploring the robustness of features and enhancement on speech recognition systems in highly-reverberant real environments. - Juan Pablo Escudero, José Novoa, Rodrigo Mahú, Jorge Wuth, Fernando Huenupán, Richard M. Stern, Néstor Becerra Yoma:
An improved DNN-based spectral feature mapping that removes noise and reverberation for robust automatic speech recognition. - Abraham Nunes, Alexander Rudiuk:
The Importance of Constraint Smoothness for Parameter Estimation in Computational Cognitive Modeling. - Liwei Zeng, Sunil Chopra, Karen R. Smilowitz:
A Bounded Formulation for The School Bus Scheduling Problem. - Tim Tsz-Kit Lau, Jinshan Zeng, Baoyuan Wu, Yuan Yao:
A Proximal Block Coordinate Descent Algorithm for Deep Neural Network Training. - Yuhan Liu, Xiao Zhang, Maciej Lewenstein, Shi-Ju Ran:
Learning architectures based on quantum entanglement: a simple matrix product state algorithm for image recognition. - Mariano Chouza, Stephen J. Roberts, Stefan Zohren:
Gradient descent in Gaussian random fields as a toy model for high-dimensional optimisation in deep learning. - Kriste Krstovski, David M. Blei:
Equation Embeddings. - Nicholas Polson, Veronika Rocková:
Posterior Concentration for Sparse Deep Learning. - Hugh Salimbeni, Stefanos Eleftheriadis, James Hensman:
Natural Gradients in Practice: Non-Conjugate Variational Inference in Gaussian Process Models. - Anna Silnova, Niko Brummer, Daniel Garcia-Romero, David Snyder, Lukás Burget:
Fast variational Bayes for heavy-tailed PLDA applied to i-vectors and x-vectors. - Kahkashan Afrin, Gurudev Illangovan, Sanjay S. Srivatsa, Satish T. S. Bukkapatnam:
Balanced Random Survival Forests for Extremely Unbalanced, Right Censored Data. - Ross Boczar, Nikolai Matni, Benjamin Recht:
Finite-Data Performance Guarantees for the Output-Feedback Control of an Unknown System. - Samuel Regandell, Thomas Marquart, Nikolai Piskunov:
Inside a VAMDC data node - Putting standards into practical software. - Xi-Lin Li:
On the Performance of Preconditioned Stochastic Gradient Descent. - Michal Kotwica, Piotr Gronek, Krzysztof Malarz:
Efficient space virtualisation for Hoshen-Kopelman algorithm. - Francesco Locatello, Anant Raj, Sai Praneeth Karimireddy, Gunnar Rätsch, Bernhard Schölkopf, Sebastian U. Stich, Martin Jaggi:
Revisiting First-Order Convex Optimization Over Linear Spaces. - Gil Keren, Nicholas Cummins, Björn W. Schuller:
Calibrated Prediction Intervals for Neural Network Regressors. - Alexander J. Titus, Audrey Flower, Patrick Hagerty, Paul Gamble, Charlie Lewis, Todd Stavish, Kevin P. OConnell, Greg Shipley, Stephanie M. Rogers:
SIG-DB: leveraging homomorphic encryption to Securely Interrogate privately held Genomic DataBases. - Fabian Schrumpf, Gerold Bausch, Matthias Sturm, Mirco Fuchs:
Similarity based hierarchical clustering of physiological parameters for the identification of health states - a feasibility study. - Jan M. Kelner, Cezary Ziólkowski:
Modeling power angle spectrum and antenna pattern directions in multipath propagation environment. - Ka-Chun Wong:
Big Data Challenges in Genome Informatics. - Bernardo Pérez Orozco, Gabriele Abbati, Stephen J. Roberts:
MOrdReD: Memory-based Ordinal Regression Deep Neural Networks for Time Series Forecasting. - Yoav Levine, Or Sharir, Nadav Cohen, Amnon Shashua:
Bridging Many-Body Quantum Physics and Deep Learning via Tensor Networks. - Yash Sharma, Pin-Yu Chen:
Bypassing Feature Squeezing by Increasing Adversary Strength. - Lingjiao Chen, Hongyi Wang, Zachary Charles, Dimitris S. Papailiopoulos:
DRACO: Robust Distributed Training via Redundant Gradients. - Andreea B. Alexandru, Manfred Morari, George J. Pappas:
Cloud-based MPC with Encrypted Data. - James Owen Weatherall, Cailin O'Connor:
Conformity in Scientific Networks. - Supun Perera, Michael G. H. Bell, Michiel C. J. Bliemer:
Network Science approach to Modelling Emergence and Topological Robustness of Supply Networks: A Review and Perspective. - Massimiliano Razzano, Elena Cuoco:
Image-based deep learning for classification of noise transients in gravitational wave detectors. - (Withdrawn) Iteration-complexity of first-order augmented Lagrangian methods for convex conic programming.
- Toru Nakashika, Shinji Takaki, Junichi Yamagishi:
Complex-Valued Restricted Boltzmann Machine for Direct Speech Parameterization from Complex Spectra. - Ryuhei Mori:
Periodic Fourier representation of boolean functions. - Keisuke Fujii:
Quantum speedup in stoquastic adiabatic quantum computation. - (Withdrawn) Automatic Minimisation of Masking in Multitrack Audio using Subgroups.
- Aswin Shanmugam Subramanian, Szu-Jui Chen, Shinji Watanabe:
Student-Teacher Learning for BLSTM Mask-based Speech Enhancement. - Michele Scipioni, Maria Filomena Santarelli, Luigi Landini, Ciprian Catana, Douglas N. Greve, Julie C. Price, Stefano Pedemonte:
Kinetic Compressive Sensing. - Noam Zeilberger:
A sequent calculus for a semi-associative law. - Shubhayan Sarkar, Colin Benjamin:
Emergence of Cooperation in the thermodynamic limit. - Zbynek Koldovský, Petr Tichavský:
Gradient Algorithms for Complex Non-Gaussian Independent Component/Vector Extraction. - Benno van den Berg:
Univalent polymorphism. - Chen Zeno, Itay Golan, Elad Hoffer, Daniel Soudry:
Bayesian Gradient Descent: Online Variational Bayes Learning with Increased Robustness to Catastrophic Forgetting and Weight Pruning. - Md Mahadi Hasan Nahid, Md. Ashraful Islam, Bishwajit Purkaystha, Md. Saiful Islam:
Comprehending Real Numbers: Development of Bengali Real Number Speech Corpus. - Wilson Ye Chen, Lester W. Mackey, Jackson Gorham, François-Xavier Briol, Chris J. Oates:
Stein Points. - Daniele Calandriello, Alessandro Lazaric, Michal Valko:
Distributed Adaptive Sampling for Kernel Matrix Approximation. - Mirco Ravanelli, Philemon Brakel, Maurizio Omologo, Yoshua Bengio:
Light Gated Recurrent Units for Speech Recognition. - Bryan Lim, Mihaela van der Schaar:
Disease-Atlas: Navigating Disease Trajectories with Deep Learning. - Gaurav Gupta, Sérgio Pequito, Paul Bogdan:
Re-thinking EEG-based non-invasive brain interfaces: modeling and analysis. - Jafar Fathali, Mehdi Zaferanieh:
The balanced 2-median and 2-maxian problems on a tree. - Andrew E. Bruno, Patrick Charbonneau, Janet Newman, Edward H. Snell, David R. So, Vincent Vanhoucke, Shawn Williams, Julie Wilson:
Classification of crystallization outcomes using deep convolutional neural networks. - Ye Tian, Ying Sun, Bin Du, Gesualdo Scutari:
ASY-SONATA: Achieving Geometric Convergence for Distributed Asynchronous Optimization. - Ryutaroh Matsumoto:
Exploring Quantum Supremacy in Access Structures of Secret Sharing by Coding Theory. - Li Zhou, Shenggang Ying, Nengkun Yu, Mingsheng Ying:
Quantum Coupling and Strassen Theorem. - Takeshi Inagaki:
Supervising Unsupervised Learning with Evolutionary Algorithm in Deep Neural Network. - Giuseppe Belgioioso, Sergio Grammatico:
Projected-gradient algorithms for generalized equilibrium seeking in Aggregative Games are preconditioned Forward-Backward methods. - Claudio De Persis, Sergio Grammatico:
Continuous-time integral dynamics for Aggregative Game equilibrium seeking. - Aditya Grover, Aaron Zweig, Stefano Ermon:
Graphite: Iterative Generative Modeling of Graphs. - Giuseppe Belgioioso, Filippo Fabiani, Franco Blanchini, Sergio Grammatico:
On the convergence of discrete-time linear systems: A linear time-varying Mann iteration converges iff the operator is strictly pseudocontractive. - Zhikuan Zhao, Jack K. Fitzsimons, Michael A. Osborne, Stephen J. Roberts, Joseph F. Fitzsimons:
Quantum algorithms for training Gaussian Processes. - Juan Fernández-Gracia, Jukka-Pekka Onnela:
Flexible model of network embedding. - Alexander Shekhovtsov, Boris Flach, Michal Busta:
Feed-forward Uncertainty Propagation in Belief and Neural Networks. - Giuseppe Belgioioso, Sergio Grammatico:
A Douglas-Rachford splitting for semi-decentralized generalized Nash equilibrium seeking in Monotone Aggregative Games. - Filippo Fabiani, Sergio Grammatico:
A Mixed-Logical-Dynamical model for Automated Driving on highways. - Eneet Kaur, Siddhartha Das, Mark M. Wilde, Andreas J. Winter:
Extendibility limits the performance of quantum processors. - Charles W. L. Gadd, Sara Wade, Akeel A. Shah, Dimitris Grammatopoulos:
Pseudo-marginal Bayesian inference for supervised Gaussian process latent variable models. - Madan Singh:
Investigating the hybrid textures of neutrino mass matrix for near maximal atmospheric neutrino mixing. - Janos Vidali:
Using symbolic computation to prove nonexistence of distance-regular graphs. - Helena Macedo Reis, Danilo Alvares, Patrícia Augustin Jaques, Seiji Isotani:
Analysis of permanence time in emotional states: A case study using educational software. - Uri Shaham, James Garritano, Yutaro Yamada, Ethan Weinberger, Alex Cloninger, Xiuyuan Cheng, Kelly P. Stanton, Yuval Kluger:
Defending against Adversarial Images using Basis Functions Transformations. - Maximilian Schäfer, Wayan Wicke, Rudolf Rabenstein, Robert Schober:
Transfer Function Models for Particle Diffusion in a Horizontal Cylindrical Shape with a Vertical Force Component. - Christopher Kennedy, Rachel A. Ward:
Greedy Variance Estimation for the LASSO. - Kostas Hatalis, Shalinee Kishore, Katya Scheinberg, Alberto J. Lamadrid:
An Empirical Analysis of Constrained Support Vector Quantile Regression for Nonparametric Probabilistic Forecasting of Wind Power. - Sina Dabiri, Kevin P. Heaslip:
Transport-domain applications of widely used data sources in the smart transportation: A survey. - Amir Hossein Akhavan Rahnama, Mehdi Toloo, Nezer Jacob Zaidenberg:
An LP-based hyperparameter optimization model for language modeling. - Zdenek Dvorák, Louis Esperet, Ross J. Kang, Kenta Ozeki:
Least conflict choosability. - Koji Okabe, Takafumi Koshinaka, Koichi Shinoda:
Attentive Statistics Pooling for Deep Speaker Embedding. - Richard Kenway:
Protection against Cloning for Deep Learning. - Hyeongki Kim:
Dihedral angle prediction using generative adversarial networks. - Luzie Helfmann, Johannes von Lindheim, Mattes Mollenhauer, Ralf Banisch:
On Hyperparameter Search in Cluster Ensembles. - Weijun Zhu:
Analyzing DNA Hybridization via machine learning. - Pushpendra Singh:
Novel Fourier Quadrature Transforms and Analytic Signal Representations for Nonlinear and Non-stationary Time Series Analysis. - Afonso S. Bandeira, Amelia Perry, Alexander S. Wein:
Notes on computational-to-statistical gaps: predictions using statistical physics. - Niharika Gauraha, Lars Carlsson, Ola Spjuth:
Conformal Prediction in Learning Under Privileged Information Paradigm with Applications in Drug Discovery. - Ioana Gavra, Laurent Risser:
Online Barycenter Estimation of Large Weighted Graphs. - David Ronan, Joshua D. Reiss, Hatice Gunes:
An empirical approach to the relationship between emotion and music production quality. - Jarrod R. McClean, Sergio Boixo, Vadim N. Smelyanskiy, Ryan Babbush, Hartmut Neven:
Barren plateaus in quantum neural network training landscapes. - Patrick Schratz, Jannes Muenchow, Eugenia Iturritxa, Jakob Richter, Alexander Brenning:
Performance evaluation and hyperparameter tuning of statistical and machine-learning models using spatial data. - Biyi Fang, Diego Klabjan:
A Stochastic Large-scale Machine Learning Algorithm for Distributed Features and Observations. - Makoto Araya, Masaaki Harada:
On the classification of linear complementary dual codes. - Tifani Warnita, Nakamasa Inoue, Koichi Shinoda:
Detecting Alzheimer's Disease Using Gated Convolutional Neural Network from Audio Data. - Timothy Dykes, Amr Hassan, Claudio Gheller, Darren Croton, Mel Krokos:
Interactive 3D Visualization for Theoretical Virtual Observatories. - Jean Cardinal, Stefan Langerman, Pablo Pérez-Lantero:
On the Diameter of Tree Associahedra. - Shashank Singh, Bharath K. Sriperumbudur, Barnabás Póczos:
Minimax Estimation of Quadratic Fourier Functionals. - Kazushi Mimura:
Generating Functional Analysis of Iterative Sparse Signal Recovery Algorithms with Divergence-Free Estimators. - Jordan Cambe, Patrice Abry, Julien Barnier, Pierre Borgnat, Marie Vogel, Pablo Jensen:
Evolutions of Individuals Use of Lyon's Bike Sharing System. - Aaron Chen, Florian Frick, Anne Shiu:
Neural codes, decidability, and a new local obstruction to convexity. - Lizhe Sun, Adrian Barbu:
Online Regression with Model Selection. - William J. Huggins, Piyush Patel, K. Birgitta Whaley, E. Miles Stoudenmire:
Towards Quantum Machine Learning with Tensor Networks. - Minh Tang:
The eigenvalues of stochastic blockmodel graphs. - Asaf Ferber, Vishesh Jain:
1-factorizations of pseudorandom graphs. - Jinha Kim, Ryan R. Martin, Tomás Masarík, Warren Shull, Heather C. Smith, Andrew J. Uzzell, Zhiyu Wang:
On difference graphs and the local dimension of posets. - Ceren Gürkan, André Massing:
A stabilized cut discontinuous Galerkin framework: I. Elliptic boundary value and interface problems. - Kurt S. Riedel:
Piecewise Convex Function Estimation: Representations, Duality and Model Selection. - Andrew P. Mullhaupt, Kurt S. Riedel:
Banded Matrix Fraction Representation of Triangular Input Normal Pairs. - Andrew P. Mullhaupt, Kurt S. Riedel:
Fast Adaptive Identification of Stable Innovation Filters. - Kurt S. Riedel, Alexander F. Sidorenko:
Function Estimation Using Data Adaptive Kernel Estimation - How Much Smoothing? - Andrew P. Mullhaupt, Kurt S. Riedel:
Exponential Condition Number of Solutions of the Discrete Lyapunov Equation. - Kurt S. Riedel:
Block Diagonally Dominant Positive Definite Sub-optimal Filters and Smoothers. - D. Borba, Kurt S. Riedel, W. Kerner, G. T. A. Huysmans, M. Ottaviani, P. J. Schmid:
Pseudo-Spectrum of the Resistive Magneto-hydrodynamics Operator: Resolving the Resistive Alfven Paradox. - Kurt S. Riedel:
A Sherman-Morrison-Woodbury Identity for Rank Augmenting Matrices with Application to Centering. - Kurt S. Riedel:
Generalized Epsilon-Pseudospectra. - Andrew P. Mullhaupt, Kurt S. Riedel:
Orthogonal Representations for Output System Pairs. - Axel Ringh, Johan Karlsson, Anders Lindquist:
Lower bounds on the maximum delay margin by analytic interpolation. - Kurt S. Riedel:
Piecewise Convex Function Estimation and Model Selection. - Alexander F. Sidorenko, Kurt S. Riedel:
Adaptive Kernel Estimation of the Spectral Density with Boundary Kernel Analysis. - Dan Li, Sonia Martínez:
Online data assimilation in distributionally robust optimization. - Wuchen Li:
Transport information geometry I: Riemannian calculus on probability simplex. - Kai Siong Yow, Graham Farr, Kerri Morgan:
Tutte Invariants for Alternating Dimaps. - Mateusz Ostaszewski, Jaroslaw Adam Miszczak, Przemyslaw Sadowski:
Geometrical versus time-series representation of data in quantum control learning. - Mateusz Ostaszewski, Jaroslaw Adam Miszczak, Przemyslaw Sadowski, Leonardo Banchi:
Approximation of quantum control correction scheme using deep neural networks.
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