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ORCIDCoRR, September 2019
- Gonçalo M. Correia, Vlad Niculae, André F. T. Martins:
Adaptively Sparse Transformers. - Binjie Li, Tao Wang, Xiaoping Xie:
Numerical analysis of a semilinear fractional diffusion equation. - Javier S. Turek, Shailee Jain, Mihai Capota, Alexander G. Huth, Theodore L. Willke:
A single-layer RNN can approximate stacked and bidirectional RNNs, and topologies in between. - Sebastian Flennerhag, Andrei A. Rusu, Razvan Pascanu, Hujun Yin, Raia Hadsell:
Meta-Learning with Warped Gradient Descent. - Toby Jia-Jun Li, Marissa Radensky, Justin Jia, Kirielle Singarajah, Tom M. Mitchell, Brad A. Myers:
PUMICE: A Multi-Modal Agent that Learns Concepts and Conditionals from Natural Language and Demonstrations. - Shingo Kagami, Koichi Hashimoto:
Animated Stickies: Fast Video Projection Mapping onto a Markerless Plane through a Direct Closed-Loop Alignment. - Chunting Zhou, Xuezhe Ma, Junjie Hu, Graham Neubig:
Handling Syntactic Divergence in Low-resource Machine Translation. - Mario Wenzel, Stefan Brass:
Declarative Programming for Microcontrollers - Datalog on Arduino. - Chunmin Mi, Runjie Xu, Ching-Torng Lin, Run Yu Meng:
Recognition of Smartphone User Activity: From A Cyclical Perspective. - Anis Elgabli, Jihong Park, Amrit S. Bedi, Mehdi Bennis, Vaneet Aggarwal:
GADMM: Fast and Communication Efficient Framework for Distributed Machine Learning. - Bowei Wu, Hai Zhu, Alex H. Barnett, Shravan K. Veerapaneni:
Solution of Stokes flow in complex nonsmooth 2D geometries via a linear-scaling high-order adaptive integral equation scheme. - Amey Agrawal, Rohit Karlupia:
Learning Digital Circuits: A Journey Through Weight Invariant Self-Pruning Neural Networks. - Dan Boneh, Andrew J. Grotto, Patrick D. McDaniel, Nicolas Papernot:
How Relevant is the Turing Test in the Age of Sophisbots? - Shaunak Mishra, Jelena Gligorijevic, Narayan Bhamidipati:
Learning from Multi-User Activity Trails for B2B Ad Targeting. - Govind Saraswat, Vivek Khatana, Sourav Patel, Murti V. Salapaka:
Distributed finite-time termination for consensus algorithm in switching topologies. - MohammadReza Ebrahimi, Farshad Lahouti, Victoria Kostina:
Two-layer Coded Channel Access with Collision Resolution: Design and Analysis. - Ricardo Augusto Borsoi:
Robust Online Video Super-Resolution Using an Efficient Alternating Projections Scheme. - Lun Wang, Joseph P. Near, Neel Somani, Peng Gao, Andrew Low, David Dao, Dawn Song:
Data Capsule: A New Paradigm for Automatic Compliance with Data Privacy Regulations. - Thomas Lew, Tomoki Emmei, David D. Fan, Tara Bartlett, Angel Santamaria-Navarro, Rohan Thakker, Ali-akbar Agha-mohammadi:
Contact Inertial Odometry: Collisions are your Friend. - Avinash Madasu, Vijjini Anvesh Rao:
Sequential Learning of Convolutional Features for Effective Text Classification. - Ashvin Agrawal, Rony Chatterjee, Carlo Curino, Avrilia Floratou, Neha Godwal, Matteo Interlandi, Alekh Jindal, Konstantinos Karanasos, Subru Krishnan, Brian Kroth, Jyoti Leeka, Kwanghyun Park, Hiren Patel, Olga Poppe, Fotis Psallidas, Raghu Ramakrishnan, Abhishek Roy, Karla Saur, Rathijit Sen, Markus Weimer, Travis Wright, Yiwen Zhu:
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML. - Steven Y. Feng, Aaron W. Li, Jesse Hoey:
Keep Calm and Switch On! Preserving Sentiment and Fluency in Semantic Text Exchange. - Serina Chang, Kathleen R. McKeown:
Automatically Inferring Gender Associations from Language. - Sanja Singer:
The antitriangular factorization of skew-symmetric matrices. - Qinshi Wang, Qinxiang Cao:
VST-A: A Foundationally Sound Annotation Verifier. - Dongyeop Kang, Varun Gangal, Eduard H. Hovy:
(Male, Bachelor) and (Female, Ph.D) have different connotations: Parallelly Annotated Stylistic Language Dataset with Multiple Personas. - Cónall Kelly, Gabriel J. Lord, Fandi Sun:
Strong convergence of an adaptive time-stepping Milstein method for SDEs with one-sided Lipschitz drift. - Henry Tsai, Jason Riesa, Melvin Johnson, Naveen Arivazhagan, Xin Li, Amelia Archer:
Small and Practical BERT Models for Sequence Labeling. - Vedran Novakovic, Sanja Singer:
An implicit Hari-Zimmermann algorithm for the generalized SVD on the GPUs. - Alexander Hanbo Li, Abhinav Sethy:
Knowledge Enhanced Attention for Robust Natural Language Inference. - Shuaike Dong, Zhou Li, Di Tang, Jiongyi Chen, Menghan Sun, Kehuan Zhang:
Your Smart Home Can't Keep a Secret: Towards Automated Fingerprinting of IoT Traffic with Neural Networks. - Bodhisattwa Prasad Majumder, Shuyang Li, Jianmo Ni, Julian J. McAuley:
Generating Personalized Recipes from Historical User Preferences. - Prashanth Gurunath Shivakumar, Shao-Yen Tseng, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
Behavior Gated Language Models. - Daniel Andor, Luheng He, Kenton Lee, Emily Pitler:
Giving BERT a Calculator: Finding Operations and Arguments with Reading Comprehension. - Marten van Schijndel, Aaron Mueller, Tal Linzen:
Quantity doesn't buy quality syntax with neural language models. - Kaiwei Zeng:
Energy Clustering for Unsupervised Person Re-identification. - Wenju Xu, Guanghui Wang, Alan Sullivan, Ziming Zhang:
Towards Learning Affine-Invariant Representations via Data-Efficient CNNs. - Tairan Chen, Zirui Li, Yiting He, Zewen Xu, Zhe Yan, Huiqian Li:
From perception to control: an autonomous driving system for a formula student driverless car. - Haoran Chen, Ke Lin, Alexander Maye, Jianming Li, Xiaolin Hu:
A Semantics-Assisted Video Captioning Model Trained with Scheduled Sampling. - Shen Yan, Biyi Fang, Faen Zhang, Yu Zheng, Xiao Zeng, Hui Xu, Mi Zhang:
HM-NAS: Efficient Neural Architecture Search via Hierarchical Masking. - Hao Wang, Bing Liu, Chaozhuo Li, Yan Yang, Tianrui Li:
Learning with Noisy Labels for Sentence-level Sentiment Classification. - Cem Sazara, Mecit Cetin, Khan M. Iftekharuddin:
Detecting floodwater on roadways from image data with handcrafted features and deep transfer learning. - Tao Li, Vivek Gupta, Maitrey Mehta, Vivek Srikumar:
A Logic-Driven Framework for Consistency of Neural Models. - Zahra Namazian, Emad Roghanian:
A decision problem for bank branch site selection: A GIS Mapping perspective with Maximal Covering Location Problem: A case study of Isfahan, Iran. - Prathyusha Jwalapuram, Shafiq R. Joty, Irina P. Temnikova, Preslav Nakov:
Evaluating Pronominal Anaphora in Machine Translation: An Evaluation Measure and a Test Suite. - Ke Li, Gang Wan, Gong Cheng, Liqiu Meng, Junwei Han:
Object Detection in Optical Remote Sensing Images: A Survey and A New Benchmark. - Kaihong Wang, Mona Jalal, Sankara Jefferson, Yi Zheng, Elaine O. Nsoesie, Margrit Betke:
Scraping Social Media Photos Posted in Kenya and Elsewhere to Detect and Analyze Food Types. - Jie Zhu, Junhui Li, Muhua Zhu, Longhua Qian, Min Zhang, Guodong Zhou:
Modeling Graph Structure in Transformer for Better AMR-to-Text Generation. - Mingda Chen, Zewei Chu, Yang Chen, Karl Stratos, Kevin Gimpel:
EntEval: A Holistic Evaluation Benchmark for Entity Representations. - Wenjie Zhou, Minghua Zhang, Yunfang Wu:
Question-type Driven Question Generation. - Siyao Li, Deren Lei, Pengda Qin, William Yang Wang:
Deep Reinforcement Learning with Distributional Semantic Rewards for Abstractive Summarization. - Mingda Chen, Zewei Chu, Kevin Gimpel:
Evaluation Benchmarks and Learning Criteriafor Discourse-Aware Sentence Representations. - Phillip Keung, Yichao Lu, Vikas Bhardwaj:
Adversarial Learning with Contextual Embeddings for Zero-resource Cross-lingual Classification and NER. - Lei He:
EnGN: A High-Throughput and Energy-Efficient Accelerator for Large Graph Neural Networks. - Junnan Zhu, Qian Wang, Yining Wang, Yu Zhou, Jiajun Zhang, Shaonan Wang, Chengqing Zong:
NCLS: Neural Cross-Lingual Summarization. - Shuo Wang, Yang Liu, Chao Wang, Huanbo Luan, Maosong Sun:
Improving Back-Translation with Uncertainty-based Confidence Estimation. - Soumya Sharma, Bishal Santra, Abhik Jana, T. Y. S. S. Santosh, Niloy Ganguly, Pawan Goyal:
Incorporating Domain Knowledge into Medical NLI using Knowledge Graphs. - Wenpeng Yin, Jamaal Hay, Dan Roth:
Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach. - Ying Luo, Hai Zhao, Junlang Zhan:
Named Entity Recognition Only from Word Embeddings. - Kemal Oksuz, Baris Can Cam, Sinan Kalkan, Emre Akbas:
Imbalance Problems in Object Detection: A Review. - Ying Luo, Hai Zhao, Zhuosheng Zhang, Bingjie Tang:
Open Named Entity Modeling from Embedding Distribution. - Brian Axelrod, Yang P. Liu, Aaron Sidford:
Near-optimal Approximate Discrete and Continuous Submodular Function Minimization. - Yanyan Zou, Wei Lu:
Joint Detection and Location of English Puns. - Yanyan Zou, Wei Lu:
Quantity Tagger: A Latent-Variable Sequence Labeling Approach to Solving Addition-Subtraction Word Problems. - Kazumune Hashimoto, Yuichi Yoshimura, Toshimitsu Ushio:
Learning self-triggered controllers with Gaussian processes. - Henghui Ding, Xudong Jiang, Ai Qun Liu, Nadia Magnenat-Thalmann, Gang Wang:
Boundary-Aware Feature Propagation for Scene Segmentation. - Shuo Ren, Yu Wu, Shujie Liu, Ming Zhou, Shuai Ma:
Explicit Cross-lingual Pre-training for Unsupervised Machine Translation. - Aojun Zhou, Yukun Ma, Yudian Li, Xiaohan Zhang, Ping Luo:
Towards Improving Generalization of Deep Networks via Consistent Normalization. - M. Tarik Altuncu, Eloise Sorin, Joshua D. Symons, Erik Mayer, Sophia N. Yaliraki, Francesca Toni, Mauricio Barahona
:
Extracting information from free text through unsupervised graph-based clustering: an application to patient incident records. - Shivashankar Subramanian, Trevor Cohn, Timothy Baldwin:
Deep Ordinal Regression for Pledge Specificity Prediction. - Shuhao Gu, Yang Feng:
Improving Multi-Head Attention with Capsule Networks. - Hao Chen, Weiwei Wan, Kensuke Harada:
Combined Task and Motion Planning for a Dual-arm Robot to Use a Suction Cup Tool. - Francesca Bianco, Dimitri Ognibene:
Functional advantages of an adaptive Theory of Mind for robotics: a review of current architectures. - Francesca Bianco, Dimitri Ognibene:
Transferring Adaptive Theory of Mind to social robots: insights from developmental psychology to robotics. - Lionel Nkenyereye, Lewis Nkenyereye, S. M. Riazul Islam, Yoon-Ho Choi, Muhammad Bilal, Jong-Wook Jang:
Software-Defined Network-Based Vehicular Networks: A Position Paper on Their Modeling and Implementation. - Junqiu Wei, Xiaozhe Ren, Xiaoguang Li, Wenyong Huang, Yi Liao, Yasheng Wang, Jiashu Lin, Xin Jiang, Xiao Chen, Qun Liu:
NEZHA: Neural Contextualized Representation for Chinese Language Understanding. - Yunqiang Li, Wenjie Pei, Yufei Zha, Jan van Gemert:
Push for Quantization: Deep Fisher Hashing. - Yi Ting Yeh, Yun-Nung Chen:
QAInfomax: Learning Robust Question Answering System by Mutual Information Maximization. - Francesco Giannini, Marco Maggini:
Conditions for Unnecessary Logical Constraints in Kernel Machines. - Vu-Linh Nguyen, Sébastien Destercke, Eyke Hüllermeier:
Epistemic Uncertainty Sampling. - Patrizio Angelini, Michael A. Bekos, Franz J. Brandenburg, Giordano Da Lozzo, Giuseppe Di Battista, Walter Didimo, Michael Hoffmann, Giuseppe Liotta, Fabrizio Montecchiani, Ignaz Rutter, Csaba D. Tóth:
Simple k-Planar Graphs are Simple (k+1)-Quasiplanar. - Fenia Christopoulou, Makoto Miwa, Sophia Ananiadou:
Connecting the Dots: Document-level Neural Relation Extraction with Edge-oriented Graphs. - Huan Qi, Sally L. Collins, J. Alison Noble:
UPI-Net: Semantic Contour Detection in Placental Ultrasound. - Cong Fu, Tong Chen, Meng Qu, Woojeong Jin, Xiang Ren:
Collaborative Policy Learning for Open Knowledge Graph Reasoning. - Aretha L. Teckentrup:
Convergence of Gaussian Process Regression with Estimated Hyper-parameters and Applications in Bayesian Inverse Problems. - Shubhankar Mohapatra, Moumita Sarkar, Anjali Mohapatra, Bhawani Sankar Biswal:
Triclustering of Gene Expression Microarray Data Using Coarse-Grained Parallel Genetic Algorithm. - Mingfei Gao, Larry S. Davis, Richard Socher, Caiming Xiong:
WSLLN: Weakly Supervised Natural Language Localization Networks. - Orion Weller, Kevin D. Seppi:
Humor Detection: A Transformer Gets the Last Laugh. - Hiroyuki Shindo, Yuji Matsumoto:
Gated Graph Recursive Neural Networks for Molecular Property Prediction. - J. J. Garcia-Luna-Aceves, Anujan Varma:
SCALABLE INTERNETWORKING: Final Technical Report. - Sergey Avvakumov, Gabriel Nivasch:
Homotopic curve shortening and the affine curve-shortening flow. - Mauro Conti, Ankit Gangwal, Gianluca Lain, Samuele Giuliano Piazzetta:
Detecting Covert Cryptomining using HPC. - Maria Luiza Mondelli, A. Townsend Peterson, Luiz M. R. Gadelha Jr.:
Exploring Reproducibility and FAIR Principles in Data Science Using Ecological Niche Modeling as a Case Study. - Robert Holland, Uday Patel, Phillip Lung, Elisa Chotzoglou, Bernhard Kainz:
Automatic Detection of Bowel Disease with Residual Networks. - Lifu Huang, Ronan Le Bras, Chandra Bhagavatula, Yejin Choi:
Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning. - Zhichao Yang, Pengshan Cai, Yansong Feng, Fei Li, Weijiang Feng, Elena Suet-Ying Chiu, Hong Yu:
Generating Classical Chinese Poems from Vernacular Chinese. - Xihui Chen, Sjouke Mauw, Yunior Ramírez-Cruz:
Publishing Community-Preserving Attributed Social Graphs with a Differential Privacy Guarantee. - Rob van Glabbeek:
Justness: A Completeness Criterion for Capturing Liveness Properties. - Murari Mandal, Manal Shah, Prashant Meena, Santosh Kumar Vipparthi:
SSSDET: Simple Short and Shallow Network for Resource Efficient Vehicle Detection in Aerial Scenes. - Bryan (Ning) Xia, Yuan Gong, Yizhe Zhang, Christian Poellabauer:
Second-order Non-local Attention Networks for Person Re-identification. - Kien Nguyen, Gabriel Ghinita, Muhammad Naveed, Cyrus Shahabi:
A Privacy-Preserving, Accountable and Spam-Resilient Geo-Marketplace. - Sahar Abdelnabi, Katharina Krombholz, Mario Fritz:
WhiteNet: Phishing Website Detection by Visual Whitelists. - Jiacheng Liu, Julia Hockenmaier:
Phrase Grounding by Soft-Label Chain Conditional Random Field. - Akshay Gadi Patil, Omri Ben-Eliezer, Or Perel, Hadar Averbuch-Elor:
READ: Recursive Autoencoders for Document Layout Generation. - Mostafa Abdou, Artur Kulmizev, Felix Hill, Daniel M. Low, Anders Søgaard:
Higher-order Comparisons of Sentence Encoder Representations. - Kai Jiang, Wei Si, Chenglong Bao:
An efficient method for computing stationary states of phase field crystal models. - Shexia He, Zuchao Li, Hai Zhao:
Syntax-aware Multilingual Semantic Role Labeling. - Prasanna Balaprakash, Romain Egele, Misha Salim, Stefan M. Wild, Venkatram Vishwanath, Fangfang Xia, Tom Brettin, Rick Stevens:
Scalable Reinforcement-Learning-Based Neural Architecture Search for Cancer Deep Learning Research. - Weiqiang Li, Jiatong Mu, Guizhong Liu:
Multiple Object Tracking with Motion and Appearance Cues. - Han Wu, Xueyuan Yang, Yong Yang, Guizhong Liu:
Flow Guided Short-term Trackers with Cascade Detection for Long-term Tracking. - Junyi Pan, Xiaoguang Han, Weikai Chen, Jiapeng Tang, Kui Jia:
Deep Mesh Reconstruction from Single RGB Images via Topology Modification Networks. - Noah Golowich, Madhu Sudan:
Round Complexity of Common Randomness Generation: The Amortized Setting. - Yunlong Liang, Fandong Meng, Jinchao Zhang, Jinan Xu, Yufeng Chen, Jie Zhou:
A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment Analysis. - Luke de Oliveira, Alfredo Láinez Rodrigo:
Repurposing Decoder-Transformer Language Models for Abstractive Summarization. - Shilin He, Zhaopeng Tu, Xing Wang, Longyue Wang, Michael R. Lyu, Shuming Shi:
Towards Understanding Neural Machine Translation with Word Importance. - Wanchun Liu, Xin Zang:
Over-the-Air Computation Systems: Optimization, Analysis and Scaling Laws. - Hangfeng He, Qiang Ning, Dan Roth:
Incidental Supervision from Question-Answering Signals. - Bangti Jin, Zhi Zhou:
Numerical Estimation of a Diffusion Coefficient in Subdiffusion. - Florian Kunneman, Mattijs S. Lambooij, Albert Wong, Antal van den Bosch, Liesbeth Mollema:
Monitoring stance towards vaccination in Twitter messages. - Francesco Seccamonte, Juraj Kabzan, Emilio Frazzoli:
On Maximizing Lateral Clearance of an Autonomous Vehicle in Urban Environments. - EunJeong Hwang, Yong-Hyuk Kim:
Interdependency between the Stock Market and Financial News. - Han Cheol Moon, Tasnim Mohiuddin, Shafiq R. Joty, Xu Chi:
A Unified Neural Coherence Model. - Alessandro Betti, Marco Gori, Stefano Melacci:
Learning Visual Features Under Motion Invariance. - Leonardo F. R. Ribeiro, Claire Gardent, Iryna Gurevych:
Enhancing AMR-to-Text Generation with Dual Graph Representations. - Vidhyasaharan Sethu, Emily Mower Provost, Julien Epps, Carlos Busso, Nicholas Cummins, Shrikanth S. Narayanan:
The Ambiguous World of Emotion Representation. - Yiming Cui, Wanxiang Che, Ting Liu, Bing Qin, Shijin Wang, Guoping Hu:
Cross-Lingual Machine Reading Comprehension. - Longyue Wang, Zhaopeng Tu, Xing Wang, Shuming Shi:
One Model to Learn Both: Zero Pronoun Prediction and Translation. - Janusz Dybizbanski:
Signified chromatic number of grids is at most 9. - Zhiwei Wang, Xiaoqin Feng, Jiliang Tang, Gale Yan Huang, Zitao Liu:
Deep Knowledge Tracing with Side Information. - Xing Wang, Zhaopeng Tu, Longyue Wang, Shuming Shi:
Self-Attention with Structural Position Representations. - Gloria Hyun-Jung Kwak, Pan Hui:
DeepHealth: Deep Learning for Health Informatics. - Fuyu Lv, Taiwei Jin, Changlong Yu, Fei Sun, Quan Lin, Keping Yang, Wilfred Ng:
SDM: Sequential Deep Matching Model for Online Large-scale Recommender System. - Philip May:
Improved Image Augmentation for Convolutional Neural Networks by Copyout and CopyPairing. - Tae Ha Park, Sumant Sharma, Simone D'Amico:
Towards Robust Learning-Based Pose Estimation of Noncooperative Spacecraft. - Matan Orbach, Yonatan Bilu, Ariel Gera, Yoav Kantor, Lena Dankin, Tamar Lavee, Lili Kotlerman, Shachar Mirkin, Michal Jacovi, Ranit Aharonov, Noam Slonim:
A Dataset of General-Purpose Rebuttal. - Julia Y. Dubenskaya, Stanislav Polyakov:
Improving the Effective Utilization of Supercomputer Resources by Adding Low-Priority Containerized Jobs. - Wade Genders, Saiedeh Navabzadeh Razavi:
An Open-Source Framework for Adaptive Traffic Signal Control. - Malihe Aliasgari, Osvaldo Simeone, Jörg Kliewer:
Private and Secure Distributed Matrix Multiplication with Flexible Communication Load. - Guy Katz, Assaf Marron, Aviran Sadon, Gera Weiss:
On-the-Fly Construction of Composite Events in Scenario-Based Modeling using Constraint Solvers. - Marco Del Tredici, Diego Marcheggiani, Sabine Schulte im Walde, Raquel Fernández:
You Shall Know a User by the Company It Keeps: Dynamic Representations for Social Media Users in NLP. - Hong-Ning Dai, Hao Wang, Guangquan Xu, Jiafu Wan, Muhammad Imran:
Big Data Analytics for Manufacturing Internet of Things: Opportunities, Challenges and Enabling Technologies. - Giannis Karamanolakis, Daniel Hsu, Luis Gravano:
Leveraging Just a Few Keywords for Fine-Grained Aspect Detection Through Weakly Supervised Co-Training. - Xintong Yu, Hongming Zhang, Yangqiu Song, Yan Song, Changshui Zhang:
What You See is What You Get: Visual Pronoun Coreference Resolution in Dialogues. - Will Ma:
Assortment Auctions: A Myersonian Characterization for Markov Chain based Choice Models. - Ikuya Yamada, Hiroyuki Shindo:
Pre-training of Deep Contextualized Embeddings of Words and Entities for Named Entity Disambiguation. - Maxwell Shinn:
Refinement type contracts for verification of scientific investigative software. - Qiang Ning, Sanjay Subramanian, Dan Roth:
An Improved Neural Baseline for Temporal Relation Extraction. - Matan Ben Noach, Yoav Goldberg:
Transfer Learning Between Related Tasks Using Expected Label Proportions. - Agathoklis Kritsimallis, Ioannis Refanidis:
ExpTime Tableaux for Type PDL. - Aditya Siddhant, Melvin Johnson, Henry Tsai, Naveen Arivazhagan, Jason Riesa, Ankur Bapna, Orhan Firat, Karthik Raman:
Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation. - Abir De, Adish Singla, Utkarsh Upadhyay, Manuel Gomez-Rodriguez:
Can A User Anticipate What Her Followers Want? - Alexander Dockhorn, Simon M. Lucas, Vanessa Volz, Ivan Bravi, Raluca D. Gaina, Diego Perez Liebana:
Learning Local Forward Models on Unforgiving Games. - Elias Stengel-Eskin, Tzu-Ray Su, Matt Post, Benjamin Van Durme:
A Discriminative Neural Model for Cross-Lingual Word Alignment. - Mrinal Verghese, Florian Richter, Aaron Gunn, Phil Weissbrod, Michael C. Yip:
Model-free Visual Control for Continuum Robot Manipulators via Orientation Adaptation. - Sachin Kumar, Shuly Wintner, Noah A. Smith, Yulia Tsvetkov:
Topics to Avoid: Demoting Latent Confounds in Text Classification. - Kathleen Gregory, Paul Groth, Andrea Scharnhorst, Sally Wyatt:
Lost or found? Discovering data needed for research. - Juyong Zhang, Yue Peng, Wenqing Ouyang, Bailin Deng:
Accelerating ADMM for Efficient Simulation and Optimization. - Guha Balakrishnan, Adrian V. Dalca, Amy Zhao, John V. Guttag, Frédo Durand, William T. Freeman:
Visual Deprojection: Probabilistic Recovery of Collapsed Dimensions. - Xihan Chen, Yunlong Cai, Qingjiang Shi, Min-Jian Zhao, Benoît Champagne, Lajos Hanzo:
Efficient Resource Allocation for Relay-Assisted Computation Offloading in Mobile Edge Computing. - Mario Amrehn, Stefan Steidl, Reinier Kortekaas, Maddalena Strumia, Markus Weingarten, Markus Kowarschik, Andreas K. Maier:
A Semi-Automated Usability Evaluation Framework for Interactive Image Segmentation Systems. - Gerald Schweiger, Henrik Nilsson, Josef-Peter Schoeggl, Wolfgang Birk, Alfred Posch:
Modeling and simulation of large-scale Systems: a systematic comparison of modeling paradigms. - Omar Lakkis, Amireh Mousavi:
A least-squares Galerkin approach to gradient and Hessian recovery for nondivergence-form elliptic equations. - Kimia Zamiri Azar, Farnoud Farahmand, Hadi Mardani Kamali, Shervin Roshanisefat, Houman Homayoun, William Diehl, Kris Gaj, Avesta Sasan:
COMA: Communication and Obfuscation Management Architecture. - Shun Kiyono, Jun Suzuki, Masato Mita, Tomoya Mizumoto, Kentaro Inui:
An Empirical Study of Incorporating Pseudo Data into Grammatical Error Correction. - Kawin Ethayarajh:
Rotate King to get Queen: Word Relationships as Orthogonal Transformations in Embedding Space. - Joshua Feldman, Joe Davison, Alexander M. Rush:
Commonsense Knowledge Mining from Pretrained Models. - Nathan Dahlin, Rahul Jain:
A Two-Stage Market Mechanism for Electricity with Renewable Generation. - Kawin Ethayarajh:
How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 Embeddings. - Zhitang Chen, Shengyu Zhu, Yue Liu, Tim Tse:
Causal Discovery by Kernel Intrinsic Invariance Measure. - Yang Liu:
Beyond The Wall Street Journal: Anchoring and Comparing Discourse Signals across Genres. - Mojtaba Nayyeri, Chengjin Xu, Yadollah Yaghoobzadeh, Hamed Shariat Yazdi, Jens Lehmann:
On the Knowledge Graph Completion Using Translation Based Embedding: The Loss Is as Important as the Score. - Sam Buss, Neil Thapen:
DRAT and Propagation Redundancy Proofs Without New Variables. - Siyao Peng, Amir Zeldes:
All Roads Lead to UD: Converting Stanford and Penn Parses to English Universal Dependencies with Multilayer Annotations. - Zhao Zhang, Yan Zhang, Sheng Li, Guangcan Liu, Dan Zeng, Shuicheng Yan, Meng Wang:
Flexible Auto-weighted Local-coordinate Concept Factorization: A Robust Framework for Unsupervised Clustering. - Junqiang Cheng, Hui Gao, Wenjun Xu, Zhisong Bie, Yueming Lu:
Low-Complexity Linear Equalizers for OTFS Exploiting Two-Dimensional Fast Fourier Transform. - Yiling Jia, Nipun Batra, Hongning Wang, Kamin Whitehouse:
Active Collaborative Sensing for Energy Breakdown. - Xusheng Luo, Yiannis Kantaros, Michael M. Zavlanos:
An Abstraction-Free Method for Multi-Robot Temporal Logic Optimal Control Synthesis. - Hayahide Yamagishi, Mamoru Komachi:
Improving Context-aware Neural Machine Translation with Target-side Context. - Yuanyou Xu, Kaiwei Wang, Kailun Yang, Dongming Sun, Jia Fu:
Semantic Segmentation of Panoramic Images Using a Synthetic Dataset. - Zhe Bai, N. Benjamin Erichson, Muralikrishnan Gopalakrishnan Meena, Kunihiko Taira, Steven L. Brunton:
Randomized methods to characterize large-scale vortical flow network. - (Withdrawn) Design, fabrication and 3-DOF control of legless capsule robot.
- Diego Mollá, Christopher Jones:
Classification Betters Regression in Query-based Multi-document Summarisation Techniques for Question Answering: Macquarie University at BioASQ7b. - Aria Rezaei, Jie Gao:
On Privacy of Socially Contagious Attributes. - Tomohiko Hironaka, Michael B. Giles, Takashi Goda, Howard Thom:
Multilevel Monte Carlo estimation of the expected value of sample information. - Yusuf Fatihu Hamza, Hongwei Lin, Zihao Li:
Implicit Progressive-Iterative Approximation for Curve and Surface Reconstruction. - Elliott Ginder, Ayumu Katayama:
On the inclusion of damping terms in the hyperbolic MBO algorithm. - Seokin Hong, Bülent Abali, Alper Buyuktosunoglu, Michael B. Healy, Prashant J. Nair:
Touché: Towards Ideal and Efficient Cache Compression By Mitigating Tag Area Overheads. - Yoshifumi Seki, Mitsuo Yoshida:
Analysis of Bias in Gathering Information Between User Attributes in News Application. - Yiheng Huang, Liqiang He, Lei Han, Guangsen Wang, Dan Su:
Phrase-Level Class based Language Model for Mandarin Smart Speaker Query Recognition. - Ye Yu, Niraj K. Jha:
SPRING: A Sparsity-Aware Reduced-Precision Monolithic 3D CNN Accelerator Architecture for Training and Inference. - Shuiguang Deng, Hailiang Zhao, Jianwei Yin, Schahram Dustdar, Albert Y. Zomaya:
Edge Intelligence: the Confluence of Edge Computing and Artificial Intelligence. - Junya Ono, Masao Utiyama, Eiichiro Sumita:
Hybrid Data-Model Parallel Training for Sequence-to-Sequence Recurrent Neural Network Machine Translation. - Zhengxin Yang, Jinchao Zhang, Fandong Meng, Shuhao Gu, Yang Feng, Jie Zhou:
Enhancing Context Modeling with a Query-Guided Capsule Network for Document-level Translation. - Johannes Jendersie:
Next Event Backtracking. - Zechang Li, Yuxuan Lai, Yuxi Xie, Yansong Feng, Dongyan Zhao:
A Sketch-Based System for Semantic Parsing. - Jianbo Cui, Jialin Hong, Lihai Ji, Liying Sun:
Strong convergence of a full discretization for stochastic wave equation with polynomial nonlinearity and addditive noise. - Stratos Xenouleas, Prodromos Malakasiotis, Marianna Apidianaki, Ion Androutsopoulos:
SumQE: a BERT-based Summary Quality Estimation Model. - Yuzhe Li, Dawei Shi, Tongwen Chen:
Secure Analysis of Dynamic Networks under Pinning Attacks against Synchronization. - Mircea Marin, Adrian Craciun:
Proceedings Third Symposium on Working Formal Methods, FROM 2019, Timişoara, Romania, 3-5 September 2019. EPTCS 303, 2019 [contents] - Jaehoon Choi, Taekyung Kim, Changick Kim:
Self-Ensembling with GAN-based Data Augmentation for Domain Adaptation in Semantic Segmentation. - Hansika Hewamalage, Christoph Bergmeir, Kasun Bandara:
Recurrent Neural Networks for Time Series Forecasting: Current Status and Future Directions. - Dmitry Bankov, Evgeny M. Khorov, Andrey I. Lyakhov, Ekaterina A. Stepanova:
IEEE 802.11ba - Extremely Low Power Wi-Fi for Massive Internet of Things: Challenges, Open Issues, Performance Evaluation. - George-Sebastian Pirtoaca, Traian Rebedea, Stefan Ruseti:
Answering questions by learning to rank - Learning to rank by answering questions. - Seunghyeon Kim, Jaehoon Choi, Taekyung Kim, Changick Kim:
Self-Training and Adversarial Background Regularization for Unsupervised Domain Adaptive One-Stage Object Detection. - Gyuwan Kim:
Subword Language Model for Query Auto-Completion. - Evgeny Avdotin, Dmitry Bankov, Evgeny M. Khorov, Andrey I. Lyakhov:
OFDMA Resource Allocation for Real-Time Applications in IEEE 802.11ax Networks. - Benjamin Hilprecht, Andreas Schmidt, Moritz Kulessa, Alejandro Molina, Kristian Kersting, Carsten Binnig:
DeepDB: Learn from Data, not from Queries! - Sebastian Sippl, Michael Sedlmair, Manuela Waldner:
Collecting and Structuring Information in the Information Collage. - Jiaying Zhang, Zhixing Zhang, Huanhuan Zhang, Zhiyuan Ma, Yangming Zhou, Ping He:
Enriching Medcial Terminology Knowledge Bases via Pre-trained Language Model and Graph Convolutional Network. - Sarah Alice Gaggl, Thomas Linsbichler, Marco Maratea, Stefan Woltran:
Design and Results of the Second International Competition on Computational Models of Argumentation. - Biqian Feng, Yongpeng Wu, Mengfan Zheng:
Secure Transmission Strategy for Intelligent Reflecting Surface Enhanced Wireless System. - Sahar Idrees, Xiangyun Zhou, Salman Durrani, Dusit Niyato:
Design of Ambient Backscatter Training for Retrodirective Wireless Power Transfer. - Yu Liu, Guanglu Song, Manyuan Zhang, Jihao Liu, Yucong Zhou, Junjie Yan:
Towards Flops-constrained Face Recognition. - Yotam Dikstein, Irit Dinur:
Agreement testing theorems on layered set systems. - (Withdrawn) Relationship-Aware Spatial Perception Fusion for Realistic Scene Layout Generation.
- Panuchart Bunyakiati, Usa Sammapun:
Open-Source Projects and their Collaborative Development Workflows. - Guanhua Wang, Sudipta Chattopadhyay, Arnab Kumar Biswas, Tulika Mitra, Abhik Roychoudhury:
KLEESPECTRE: Detecting Information Leakage through Speculative Cache Attacks via Symbolic Execution. - Ana Foles, Luis Fialho, Manuel Collares-Pereira:
Economic Evaluation of the Portuguese PV and Energy Storage Residential Applications. - Paul Houston, Sarah Roggendorf, Kristoffer G. van der Zee:
Gibbs Phenomena for Lq-Best Approximation in Finite Element Spaces - Some Examples. - Prashant Gupta, Aashi Jindal, Jayadeva, Debarka Sengupta:
Guided Random Forest and its application to data approximation. - James Clift, Dmitry Doryn, Daniel Murfet, James Wallbridge:
Logic and the 2-Simplicial Transformer. - Linfeng Li, Peng Wang, Yao Wang, Jinpeng Jiang, Buzhou Tang, Jun Yan, Shenghui Wang, Yuting Liu:
PrTransH: Embedding Probabilistic Medical Knowledge from Real World EMR Data. - David Haldimann, Hermann Blum, Roland Siegwart, Cesar Cadena:
This is not what I imagined: Error Detection for Semantic Segmentation through Visual Dissimilarity. - Diego Monti, Giuseppe Rizzo, Maurizio Morisio:
All You Need is Ratings: A Clustering Approach to Synthetic Rating Datasets Generation. - Martin Halla:
Electromagnetic Stekloff eigenvalues: approximation analysis. - Sebastian R. Bader, Maria Maleshkova:
The Semantic Asset Administration Shell. - Avelino Javer, Jens Rittscher:
Semantic filtering through deep source separation on microscopy images. - Sreyasi Nag Chowdhury, Simon Razniewski, Gerhard Weikum:
Story-oriented Image Selection and Placement. - Rémi Viola, Rémi Emonet, Amaury Habrard, Guillaume Metzler, Sébastien Riou, Marc Sebban:
An Adjusted Nearest Neighbor Algorithm Maximizing the F-Measure from Imbalanced Data. - Jun Saito, Yugo Murawaki, Sadao Kurohashi:
Minimally Supervised Learning of Affective Events Using Discourse Relations. - Federica Paganelli, Georgios Mylonas, Giovanni Cuffaro, Ilaria Nesi:
Experiences from Using Gamification and IoT-based Educational Tools in High Schools towards Energy Savings. - Zili Liu, Tu Zheng, Guodong Xu, Zheng Yang, Haifeng Liu, Deng Cai:
Training-Time-Friendly Network for Real-Time Object Detection. - Denys Rozumnyi, Ian Cherabier, Marc Pollefeys, Martin R. Oswald:
Learned Semantic Multi-Sensor Depth Map Fusion. - Francesco Bergadano, Roberto Bertilone, Daniela Paolotti, Giancarlo Ruffo:
Learning Real Estate Automated Valuation Models from Heterogeneous Data Sources. - Qiang Du, Björn Engquist, Xiaochuan Tian:
Multiscale Modeling, Homogenization and Nonlocal Effects: Mathematical and Computational Issues. - Aurélien Cavelan, Florina M. Ciorba:
Algorithm-Based Fault Tolerance for Parallel Stencil Computations. - Danila Rukhovich, Daniel Mouritzen, Ralf Kaestner, Martin Rufli, Alexander Velizhev:
Estimation of Absolute Scale in Monocular SLAM Using Synthetic Data. - Yun-Bin Zhao:
Optimal k-thresholding algorithms for sparse optimization problems. - Sayantan Auddy, Sven Magg, Stefan Wermter:
Hierarchical Control for Bipedal Locomotion using Central Pattern Generators and Neural Networks. - Benjamin Naujoks, Patrick Burger, Hans-Joachim Wuensche:
Combining Deep Learning and Model-Based Methods for Robust Real-Time Semantic Landmark Detection. - Xinyu Hua, Lu Wang:
Sentence-Level Content Planning and Style Specification for Neural Text Generation. - Haris Aziz, Hervé Moulin, Fedor Sandomirskiy:
A polynomial-time algorithm for computing a Pareto optimal and almost proportional allocation. - Sreyasi Nag Chowdhury, Niket Tandon, Hakan Ferhatosmanoglu, Gerhard Weikum:
VISIR: Visual and Semantic Image Label Refinement. - Fabiola Santore, Lucas F. Oliveira, Rafael de Paulo Dias, Henrique V. Ehrenfried, Alessandro Elias, Diego Pasqualin, Luis Carlos Erpen De Bona, Marcos Didonet Del Fabro, Marcos Sfair Sunye:
Blended Integrated Open Data: dados abertos públicos integrados. - Luka Naglic, Lovro Subelj:
War pact model of shrinking networks. - Sreyasi Nag Chowdhury, Niket Tandon, Gerhard Weikum:
Know2Look: Commonsense Knowledge for Visual Search. - Liliang Ren, Jianmo Ni, Julian J. McAuley:
Scalable and Accurate Dialogue State Tracking via Hierarchical Sequence Generation. - Rameshwar Nath Tripathi, Kumar Gaurav, Yatindra Nath Singh:
On Partial Coverage and Connectivity Relationship in Deterministic WSN Topologies. - Kokil Jaidka, Michihiro Yasunaga, Muthu Kumar Chandrasekaran, Dragomir R. Radev, Min-Yen Kan:
The CL-SciSumm Shared Task 2018: Results and Key Insights. - Umair Z. Ahmed, Renuka Sindhgatta, Nisheeth Srivastava, Amey Karkare:
Targeted Example Generation for Compilation Errors. - Maxime Busy, Maxime Caniot:
qiBullet, a Bullet-based simulator for the Pepper and NAO robots. - Umberto Michieli, Matteo Biasetton, Gianluca Agresti, Pietro Zanuttigh:
Adversarial Learning and Self-Teaching Techniques for Domain Adaptation in Semantic Segmentation. - Rui Zhang, Tao Yu, Heyang Er, Sungrok Shim, Eric Xue, Xi Victoria Lin, Tianze Shi, Caiming Xiong, Richard Socher, Dragomir R. Radev:
Editing-Based SQL Query Generation for Cross-Domain Context-Dependent Questions. - Mohammad A. Alhejji, Graeme Smith:
A Tight Uniform Continuity Bound for Equivocation. - Yang Cai, Nikhil R. Devanur, Kira Goldner, R. Preston McAfee:
Simple and Approximately Optimal Pricing for Proportional Complementarities. - Thibault Buhet, Émilie Wirbel, Xavier Perrotton:
Conditional Vehicle Trajectories Prediction in CARLA Urban Environment. - Youjiang Xu, Jiaqi Duan, Zhanghui Kuang, Xiaoyu Yue, Hongbin Sun, Yue Guan, Wayne Zhang:
Geometry Normalization Networks for Accurate Scene Text Detection. - Marko Nonhoff, Philipp N. Köhler, Anna M. Kohl, Kristin Ytterstad Pettersen, Frank Allgöwer:
Economic model predictive control for snake robot locomotion. - Rama Sai Mamidala, Uday Uthkota, Mahamkali Bhavani Shankar, A. Joseph Antony, A. V. Narasimhadhan:
Dynamic Approach for Lane Detection using Google Street View and CNN. - Steven A. Grosz, Joshua J. Engelsma, Nicholas G. Paulter Jr., Anil K. Jain:
White-Box Evaluation of Fingerprint Matchers. - Yimeng Liu, Zhiwen Yu, Bin Guo, Qi Han, Jiangbin Su, Jiahao Liao:
CrowdOS: A Ubiquitous Operating System for Crowdsourcing and Mobile Crowd Sensing. - Md Nafee Al Islam, Siamul Karim Khan:
HishabNet: Detection, Localization and Calculation of Handwritten Bengali Mathematical Expressions. - Yuhao Zhou, Long Zhao, Wei-Jen Lee, Zhenyuan Zhang, Peng Wang:
Optimal Power Flow in Hybrid AC and Multi-terminal HVDC Networks with Offshore Wind Farm Integration Based on Semidefinite Programing. - Mengwei Xu, Xiwen Zhang, Yunxin Liu, Xuanzhe Liu, Felix Xiaozhu Lin:
Approximate Query Processing on Autonomous Cameras. - Nicholas J. A. Harvey, Christopher Liaw, Sikander Randhawa:
Simple and optimal high-probability bounds for strongly-convex stochastic gradient descent. - Mohsen Ghaffari, Krzysztof Nowicki, Mikkel Thorup:
Faster Algorithms for Edge Connectivity via Random 2-Out Contractions. - Shuchi Chawla, Shaleen Deep, Paraschos Koutris, Yifeng Teng:
Revenue Maximization for Query Pricing. - Ryohei Hisano, Hiroshi Iyetomi, Takayuki Mizuno:
Identifying the Hierarchical Influence Structure behind Smart Sanctions using Network Analysis. - Pedro Henrique Bugatti, Priscila T. M. Saito, Larry S. Davis:
HiCoRe: Visual Hierarchical Context-Reasoning. - Anders Aamand, Mikkel Abrahamsen, Mikkel Thorup:
Disks in Curves of Bounded Convex Curvature. - Milan Basic, Branko Arsic, Zoran Obradovic:
Further results on structured regression for multi-scale networks. - Roger Turner:
Defining and Adopting an End User Computing Policy: A Case Study. - Hernan Haimovich, José Luis Mancilla-Aguilar:
Strong ISS implies strong iISS for time-varying impulsive systems. - Jingyi Yuan, Yang Weng, Chin-Woo Tan:
Quantifying Hosting Capacity for Rooftop PV System in LV Distribution Grids. - Mária Csernoch, Piroska Biró:
Are digital natives spreadsheet natives? - Shiva Azimi, Tapan K. Gandhi:
Performance comparison of 3D correspondence grouping algorithm for 3D plant point clouds. - Mingzhi Yu, Diane J. Litman, Susannah Paletz:
Investigating the Relationship between Multi-Party Linguistic Entrainment, Team Characteristics, and the Perception of Team Social Outcomes. - Bohan Li, Junxian He, Graham Neubig, Taylor Berg-Kirkpatrick, Yiming Yang:
A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text. - Rowan Hall Maudslay, Hila Gonen, Ryan Cotterell, Simone Teufel:
It's All in the Name: Mitigating Gender Bias with Name-Based Counterfactual Data Substitution. - Mingzhi Yu, Emer Gilmartin, Diane J. Litman:
Identifying Personality Traits Using Overlap Dynamics in Multiparty Dialogue. - Hien To, Kien Nguyen, Cyrus Shahabi:
Differentially Private Publication of Location Entropy. - David Smith, Matthew Loper, Xiaochen Hu, Paris Mavroidis, Javier Romero:
FACSIMILE: Fast and Accurate Scans From an Image in Less Than a Second. - Khen Elimelech, Vadim Indelman:
Efficient Decision Making and Belief Space Planning using Sparse Approximations. - Xiangyu Yue, Yang Zhang, Sicheng Zhao, Alberto L. Sangiovanni-Vincentelli, Kurt Keutzer, Boqing Gong:
Domain Randomization and Pyramid Consistency: Simulation-to-Real Generalization without Accessing Target Domain Data. - Paul Mireault:
Structured Spreadsheet Modelling and Implementation with Multiple Dimensions - Part 2: Implementation. - Shashwat Shivam, Aris Kanellopoulos, Kyriakos G. Vamvoudakis, Yorai Wardi:
A Predictive Deep Learning Approach to Output Regulation: The Case of Collaborative Pursuit Evasion. - Cong Wang, Yu Chen, Jun He, Chengwang Xie:
Estimating Approximation Errors of Elitist Evolutionary Algorithms. - Boyi Liu, Lujia Wang, Ming Liu, Cheng-Zhong Xu:
Federated Imitation Learning: A Privacy Considered Imitation Learning Framework for Cloud Robotic Systems with Heterogeneous Sensor Data. - Noushin Mehdipour, Cristian Ioan Vasile, Calin Belta:
Average-based Robustness for Continuous-Time Signal Temporal Logic. - Roman Snytsar:
De(con)struction of the lazy-F loop: improving performance of Smith Waterman alignment. - Chengzhi Mao, Ziyuan Zhong, Junfeng Yang, Carl Vondrick, Baishakhi Ray:
Metric Learning for Adversarial Robustness. - Omid Setayeshfar, Christian Adkins, Matthew Jones, Kyu Hyung Lee, Prashant Doshi:
GrAALF: Supporting Graphical Analysis of Audit Logs for Forensics. - Jing Dong, Zhaoyang Lv:
miniSAM: A Flexible Factor Graph Non-linear Least Squares Optimization Framework. - Chunhui Li, Shihao Yan, Nan Yang, Xiangyun Zhou, Riqing Chen:
One-Way URLLC with Truncated Channel Inversion Power Control. - Sanket Sanjay Kalamkar:
Reliability and Local Delay in Wireless Networks: Does Bandwidth Partitioning Help? - Theerasit Issaranon, Chuhang Zou, David A. Forsyth:
Counterfactual Depth from a Single RGB Image. - Hong Zhang, Zhengyu Liu, Emil M. Constantinescu, Robert L. Jacob:
Stability Analysis of Interface Conditions for Ocean-Atmosphere Coupling. - Ruqian Lu, Shengluan Hou, Chuanqing Wang, Yu Huang, Chaoqun Fei, Songmao Zhang:
Attributed Rhetorical Structure Grammar for Domain Text Summarization. - Oluwatobi Olabiyi, Erik T. Mueller, Christopher Larson, Tarek Lahlou:
Adversarial Bootstrapping for Dialogue Model Training. - Bailin Wang, Wei Lu:
Combining Spans into Entities: A Neural Two-Stage Approach for Recognizing Discontiguous Entities. - Yuki Arase, Junichi Tsujii:
Transfer Fine-Tuning: A BERT Case Study. - Yuxiang Zhu, Minxue Pan, Yu Pei, Tian Zhang:
A Bug or a Suggestion? An Automatic Way to Label Issues. - Roland Baumann, Khalid Mahmood Malik, Ali Javed, Andersen Ball, Brandon Kujawa, Hafiz Malik:
Voice Spoofing Detection Corpus for Single and Multi-order Audio Replays. - Fan Zhang, Sai Krishna Deepak Maram, Harjasleen Malvai, Steven Goldfeder, Ari Juels:
DECO: Liberating Web Data Using Decentralized Oracles for TLS. - Kaidong Wu, Yun Ma, Gang Huang, Xuanzhe Liu:
A First Look at Blockchain-based Decentralized Applications. - Maike Paetzel, Ramesh R. Manuvinakurike:
"Can you say more about the location?" The Development of a Pedagogical Reference Resolution Agent. - Ping Chao, Chao-Yang Kao, Yu-Shan Ruan, Chien-Hsiang Huang, Youn-Long Lin:
HarDNet: A Low Memory Traffic Network. - Jordan Hoffmann, Louis Maestrati, Yoshihide Sawada, Jian Tang, Jean Michel D. Sellier, Yoshua Bengio:
Data-Driven Approach to Encoding and Decoding 3-D Crystal Structures. - Kien Nguyen, Jingyun Yang, Yijun Lin, Jianfa Lin, Yao-Yi Chiang, Cyrus Shahabi:
Los Angeles Metro Bus Data Analysis Using GPS Trajectory and Schedule Data (Demo Paper). - Donald Azuatalam, Archie C. Chapman, Gregor Verbic:
A Turvey-Shapley Value Method for Distribution Network Cost Allocation. - Fenxiao Chen, Yuncheng Wang, Bin Wang, C.-C. Jay Kuo:
Graph Representation Learning: A Survey. - Haoyang Huang, Yaobo Liang, Nan Duan, Ming Gong, Linjun Shou, Daxin Jiang, Ming Zhou:
Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks. - Chaohao Xie, Shaohui Liu, Chao Li, Ming-Ming Cheng, Wangmeng Zuo, Xiao Liu, Shilei Wen, Errui Ding:
Image Inpainting with Learnable Bidirectional Attention Maps. - Zeyu Liu, Yaxin Xie, Donghan Feng, Yun Zhou, Shanshan Shi, Chen Fang:
Load Forecasting Model and Day-ahead Operation Strategy for City-located EV Quick Charge Stations. - Wen-Xiao Zhao, George Yin, Er-Wei Bai:
Sparse System Identification for Stochastic Feedback Control Systems. - Darius Foo, Jason Yeo, Hao Xiao, Asankhaya Sharma:
The Dynamics of Software Composition Analysis. - Arpita Biswas, Siddharth Barman, Amit Deshpande, Amit Sharma:
Quantifying Infra-Marginality and Its Trade-off with Group Fairness. - Daniel Weidner, Martin Atzmueller, Dietmar Seipel:
Finding Maximal Non-Redundant Association Rules in Tennis Data. - Robin Jia, Aditi Raghunathan, Kerem Göksel, Percy Liang:
Certified Robustness to Adversarial Word Substitutions. - Krishnendu Chatterjee, Andreas Pavlogiannis, Viktor Toman:
Value-centric Dynamic Partial Order Reduction. - Joel Robertson:
Modelling Bushfire Evacuation Behaviours. - Ashkan Yousefpour, Siddartha Devic, Brian Q. Nguyen, Aboudy Kreidieh, Alan Liao, Alexandre M. Bayen, Jason P. Jue:
Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud. - Nitesh Methani, Pritha Ganguly, Mitesh M. Khapra, Pratyush Kumar:
Data Interpretation over Plots. - Takeshi Yoneda, Shunsuke Kozawa, Keisuke Osone, Yukinori Koide, Yosuke Abe, Yoshifumi Seki:
Algorithms and System Architecture for Immediate Personalized News Recommendations. - Assaf Toledo, Shai Gretz, Edo Cohen-Karlik, Roni Friedman, Elad Venezian, Dan Lahav, Michal Jacovi, Ranit Aharonov, Noam Slonim:
Automatic Argument Quality Assessment - New Datasets and Methods. - Xuefeng Bai, Yue Zhang, Hailong Cao, Tiejun Zhao:
Duality Regularization for Unsupervised Bilingual Lexicon Induction. - Morten Kolbæk, Zheng-Hua Tan, Søren Holdt Jensen, Jesper Jensen:
On Loss Functions for Supervised Monaural Time-Domain Speech Enhancement. - Mattia Antonini, Massimo Vecchio, Fabio Antonelli:
Fog Computing Architectures: a Reference for Practitioners. - Lingtao Zhou, Jiaojiao Fang, Guizhong Liu:
Object Viewpoint Classification Based 3D Bounding Box Estimation for Autonomous Vehicles. - Guoqing Li, Meng Zhang, Qianru Zhang, Ziyang Chen, Wenzhao Liu, Jiaojie Li, Xuzhao Shen, Jianjun Li, Zhenyu Zhu, Chau Yuen:
PSDNet and DPDNet: Efficient channel expansion, Depthwise-Pointwise-Depthwise Inverted Bottleneck Block. - Lingtao Zhou, Jiaojiao Fang, Guizhong Liu:
Unsupervised Video Depth Estimation Based on Ego-motion and Disparity Consensus. - Francisco de la Hoz, Sandeep Kumar, Luis Vega:
On the Evolution of the Vortex Filament Equation for regular M-polygons with nonzero torsion. - Samaneh Jozashoori, Maria-Esther Vidal:
MapSDI: A Scaled-up Semantic Data Integration Framework for Knowledge Graph Creation. - Giovanni Interdonato, Marcus Karlsson, Emil Björnson, Erik G. Larsson:
Local Partial Zero-Forcing Precoding for Cell-Free Massive MIMO. - Oscar Adamuz-Hinojosa, Pablo Muñoz, Jose A. Ordonez-Lucena, Juan J. Ramos-Muñoz, Juan M. López-Soler:
Harmonizing 3GPP and NFV description models to provide customized RAN slices in 5G networks. - Henrich Kolkhorst, Wolfram Burgard, Michael Tangermann:
Learning User Preferences for Trajectories from Brain Signals. - Koustav Ghosal, Mukta Prasad, Aljosa Smolic:
A Geometry-Sensitive Approach for Photographic Style Classification. - Johan Östman, Rahul Devassy, Giuseppe Durisi, Erik G. Ström:
Short-packet Transmission via Variable-Length Codes in the Presence of Noisy Stop Feedback. - Fabio Maria Carlucci, Pedro M. Esperança, Marco Singh, Victor Gabillon, Antoine Yang, Hang Xu, Zewei Chen, Jun Wang:
MANAS: Multi-Agent Neural Architecture Search. - Michalina Strzyz, David Vilares, Carlos Gómez-Rodríguez:
Towards Making a Dependency Parser See. - Xu Zheng, Tejo Chalasani, Koustav Ghosal, Sebastian Lutz, Aljosa Smolic:
STaDA: Style Transfer as Data Augmentation. - Bharti Munjal, Fabio Galasso, Sikandar Amin:
Knowledge Distillation for End-to-End Person Search. - Jamshid Mozafari, Mohammad Ali Nematbakhsh, Afsaneh Fatemi:
Attention-based Pairwise Multi-Perspective Convolutional Neural Network for Answer Selection in Question Answering. - Florian Adriaens, Çigdem Aslay, Tijl De Bie, Aristides Gionis, Jefrey Lijffijt:
Discovering Interesting Cycles in Directed Graphs. - (Withdrawn) A Smart Sliding Chinese Pinyin Input Method Editor on Touchscreen.
- Tianyang Shi, Yi Yuan, Changjie Fan, Zhengxia Zou, Zhenwei Shi, Yong Liu:
Face-to-Parameter Translation for Game Character Auto-Creation. - Zhuosheng Zhang, Bingjie Tang, Zuchao Li, Hai Zhao:
Modeling Named Entity Embedding Distribution into Hypersphere. - Fabio Petroni, Tim Rocktäschel, Patrick Lewis, Anton Bakhtin, Yuxiang Wu, Alexander H. Miller, Sebastian Riedel:
Language Models as Knowledge Bases? - Habibeh Naderi, Behrouz Haji Soleimani, Sheri Rempel, Stan Matwin, Rudolf Uher:
Multimodal Deep Learning for Mental Disorders Prediction from Audio Speech Samples. - Bryn Balls-Barker, Benjamin Webb:
Link Prediction in Networks Using Effective Transitions. - Takuya Ueoka, Akira Ishii, Yasuko Kawahata:
A study of trends in the effects of TV ratings and social media (Twitter) - Case study 1. - Peipei Wang, Lin Li, Yi Yu, Guandong Xu:
Social Influence-based Attentive Mavens Mining and Aggregative Representation Learning for Group Recommendation. - Yiwei Sun, Suhang Wang, Tsung-Yu Hsieh, Xianfeng Tang, Vasant G. Honavar:
MEGAN: A Generative Adversarial Network for Multi-View Network Embedding. - Tajul Rosli Bin Razak, Abdul Hapes Mohammed, Noorfaizalfarid Mohd Noor, Muhamad Arif Hashim:
Automated Data Integration, Cleaning and Analysis Using Data Mining and SPSS Tool For Technical School in Malaysia. - Yucheng Lin, Xiaoqing Yang, Zang Li, Jieping Ye:
AHINE: Adaptive Heterogeneous Information Network Embedding. - Projjal Gupta:
Usage of Permissioned Blockchain Architecture for Big Data in Electronic Medical Records. - Azadeh Nematzadeh, Grace Bang, Xiaomo Liu, Zhiqiang Ma:
Empirical Study on Detecting Controversy in Social Media. - Jonas Schuett:
A Legal Definition of AI. - Tianchi Bi, Hao Xiong, Zhongjun He, Hua Wu, Haifeng Wang:
Multi-agent Learning for Neural Machine Translation. - Yida Wang, David Joseph Tan, Nassir Navab, Federico Tombari:
ForkNet: Multi-branch Volumetric Semantic Completion from a Single Depth Image. - Michael Luggen, Djellel Eddine Difallah, Cristina Sarasua, Gianluca Demartini, Philippe Cudré-Mauroux:
Non-Parametric Class Completeness Estimators for Collaborative Knowledge Graphs - The Case of Wikidata. - Riccardo Cappuzzo, Paolo Papotti, Saravanan Thirumuruganathan:
Local Embeddings for Relational Data Integration. - Orest Kupyn, Dmitry Pranchuk:
Fast and Efficient Model for Real-Time Tiger Detection In The Wild. - Mitja Jancic, Jure Slak, Gregor Kosec:
Analysis of high order dimension independent RBF-FD solution of Poisson's equation. - Guanxiong Luo, Na Zhao, Wenhao Jiang, Peng Cao:
MRI Reconstruction Using Deep Bayesian Inference. - Tomi Janhunen, Michael Sioutis:
Allen's Interval Algebra Makes the Difference. - (Withdrawn) PageRank algorithm for Directed Hypergraph.
- Chidimma Opara, Bo Wei, Yingke Chen:
HTMLPhish: Enabling Accurate Phishing Web Page Detection by Applying Deep Learning Techniques on HTML Analysis. - Binbin Xu, Cédric Gil-Jardiné, Frantz Thiessard, Eric Tellier, Marta Avalos, Emmanuel Lagarde:
Neural Language Model for Automated Classification of Electronic Medical Records at the Emergency Room. The Significant Benefit of Unsupervised Generative Pre-training. - Marius Paraschiv, Nikolaos Laoutaris:
Valuating User Data in a Human-Centric Data Economy. - William Schoenberg:
LoopX: Visualizing and understanding the origins of dynamic model behavior. - Laura Thesing, Anders Christian Hansen:
Non-uniform recovery guarantees for binary measurements and infinite-dimensional compressed sensing. - Jeffrey Cheng, Chris Callison-Burch:
Bilingual is At Least Monolingual (BALM): A Novel Translation Algorithm that Encodes Monolingual Priors. - Felipe de Jesús Torres, Monserrat Sugey Arredondo, José Manuel Martínez, Víctor Manuel Ocampo:
GNU-Octave Como Alternativa de Simulación de Sistemas Dinámicos No Lineales en la Enseñanza de la Ingeniería. - Srinivas Eswar, Koby Hayashi, Grey Ballard, Ramakrishnan Kannan, Michael A. Matheson, Haesun Park:
PLANC: Parallel Low Rank Approximation with Non-negativity Constraints. - Lingxiao Wang, Qi Cai, Zhuoran Yang, Zhaoran Wang:
Neural Policy Gradient Methods: Global Optimality and Rates of Convergence. - Anne-Sophie Himmel, Matthias Bentert, André Nichterlein, Rolf Niedermeier:
Efficient Computation of Optimal Temporal Walks under Waiting-Time Constraints. - Yang Li, Zhi Li, Liang Chen:
Dynamic State Estimation of Generators Under Cyber Attacks. - Yaqi Xie, Ziwei Xu, Kuldeep S. Meel, Mohan S. Kankanhalli, Harold Soh:
Semantically-Regularized Logic Graph Embeddings. - Zuphit Fidelman:
A Generic Sharding Scheme for Blockchain Protocols. - Karel J. in 't Hout, Jacob Snoeijer:
Numerical valuation of Bermudan basket options via partial differential equations. - Yuanyuan Qi, Jiayue Zhang, Weiran Xu, Jun Guo:
Finding Salient Context based on Semantic Matching for Relevance Ranking. - Abraham Glasser, Kesavan R. Kushalnagar, Raja S. Kushalnagar:
Feasibility of Using Automatic Speech Recognition with Voices of Deaf and Hard-of-Hearing Individuals. - Alexandre Défossez, Nicolas Usunier, Léon Bottou, Francis R. Bach:
Demucs: Deep Extractor for Music Sources with extra unlabeled data remixed. - Mihailo Stojnic:
Controlled Loosening-up (CLuP) - achieving exact MIMO ML in polynomial time. - Abraham Glasser, Kesavan R. Kushalnagar, Raja S. Kushalnagar:
Deaf, Hard of Hearing, and Hearing Perspectives on using Automatic Speech Recognition in Conversation. - Yvan Lucas, Pierre-Edouard Portier, Léa Laporte, Liyun He-Guelton, Olivier Caelen, Michael Granitzer, Sylvie Calabretto:
Towards automated feature engineering for credit card fraud detection using multi-perspective HMMs. - Eric Malmi, Sebastian Krause, Sascha Rothe, Daniil Mirylenka, Aliaksei Severyn:
Encode, Tag, Realize: High-Precision Text Editing. - Vasileios Charisopoulos, Austin R. Benson, Anil Damle:
Incrementally Updated Spectral Embeddings. - Mihailo Stojnic:
Complexity analysis of the Controlled Loosening-up (CLuP) algorithm. - Vladimiros Sterzentsenko, Leonidas Saroglou, Anargyros Chatzitofis, Spyridon Thermos, Nikolaos Zioulis, Alexandros Doumanoglou, Dimitrios Zarpalas, Petros Daras:
Self-Supervised Deep Depth Denoising. - Subhabrata Dutta, Gunkirat Kaur, Shreyans Mongia, Arpan Mukherjee, Dipankar Das, Tanmoy Chakraborty:
Into the Battlefield: Quantifying and Modeling Intra-community Conflicts in Online Discussion. - Mihailo Stojnic:
Starting CLuP with polytope relaxation. - Karanpreet Singh, Rajen Bhatt:
Personalizing Smartwatch Based Activity Recognition Using Transfer Learning. - Haibo Qiu, Chunyu Wang, Jingdong Wang, Naiyan Wang, Wenjun Zeng:
Cross View Fusion for 3D Human Pose Estimation. - Bram Wallace, Bharath Hariharan:
Few-Shot Generalization for Single-Image 3D Reconstruction via Priors. - Amogh Gudi, Marian Bittner, Roelof Lochmans, Jan C. van Gemert:
Efficient Real-Time Camera Based Estimation of Heart Rate and Its Variability. - Vladimiros Sterzentsenko, Antonis Karakottas, Alexandros Papachristou, Nikolaos Zioulis, Alexandros Doumanoglou, Dimitrios Zarpalas, Petros Daras:
A Low-Cost, Flexible and Portable Volumetric Capturing System. - Florian Böhm, Yang Gao, Christian M. Meyer, Ori Shapira, Ido Dagan, Iryna Gurevych:
Better Rewards Yield Better Summaries: Learning to Summarise Without References. - Jun-Xing Chin, Andrey Bernstein, Gabriela Hug:
Aggregating Privacy-Conscious Distributed Energy Resources for Grid Service Provision. - Leticia I. Gómez, Bart Kuijpers, Alejandro A. Vaisman:
Online Analytical Processing on Graph Data. - Maximilian Müller-Eberstein, Nanne van Noord:
Translating Visual Art into Music. - Or Ordentlich, Yury Polyanskiy, Ofer Shayevitz:
A Note on the Probability of Rectangles for Correlated Binary Strings. - Davide Palitta, Patrick Kürschner:
On the convergence of Krylov methods with low-rank truncations. - Md Nafee Al Islam, Tanzil Bin Hassan, Siamul Karim Khan:
A CNN-based approach to classify cricket bowlers based on their bowling actions. - Adrian Wills, Thomas B. Schön:
Stochastic quasi-Newton with line-search regularization. - Teng Li, Hyo-Sang Shin, Antonios Tsourdos:
Threshold Greedy Based Task Allocation for Multiple Robot Operations. - Chansup Byun, Jeremy Kepner, William Arcand, David Bestor, Bill Bergeron, Vijay Gadepally, Michael Houle, Matthew Hubbell, Michael Jones, Anna Klein, Peter Michaleas, Julie Mullen, Andrew Prout, Antonio Rosa, Siddharth Samsi, Charles Yee, Albert Reuther:
Large Scale Parallelization Using File-Based Communications. - Irene Sykopetritou, Christos Xenophontos:
An hp finite element method for a singularly perturbed reaction-convection-diffusion boundary value problem with two small parameters. - Stefan Daniel Dumitrescu, Andrei-Marius Avram:
Introducing RONEC - the Romanian Named Entity Corpus. - Vahid Bastani, Damian Campo, Lucio Marcenaro, Carlo S. Regazzoni:
Online Pedestrian Group Walking Event Detection Using Spectral Analysis of Motion Similarity Graph. - Ikuya Yamada, Hiroyuki Shindo:
Neural Attentive Bag-of-Entities Model for Text Classification. - Avner May, Jian Zhang, Tri Dao, Christopher Ré:
On the Downstream Performance of Compressed Word Embeddings. - Damian Campo, Manuela Bastidas, Olga Lucía Quintero:
Multiresolution analysis (discrete wavelet transform) through Daubechies family for emotion recognition in speech. - Elisabetta Vallarino, Sara Sommariva, Michele Piana, Alberto Sorrentino:
On the two-step estimation of the cross-power spectrum for dynamical inverse problems. - Lukasz Augustyniak, Tomasz Kajdanowicz, Przemyslaw Kazienko:
Aspect Detection using Word and Char Embeddings with (Bi)LSTM and CRF. - Philipp A. Witte, Mathias Louboutin, Henryk Modzelewski, Charles Jones, James Selvage, Felix J. Herrmann:
An Event-Driven Approach to Serverless Seismic Imaging in the Cloud. - Kevin Alex Zhang, Lei Xu, Alfredo Cuesta-Infante, Kalyan Veeramachaneni:
Robust Invisible Video Watermarking with Attention. - Ricardo Riaza:
Homogeneous Models of Nonlinear Circuits. - Matthew Henderson, Ivan Vulic, Iñigo Casanueva, Pawel Budzianowski, Daniela Gerz, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrksic, Pei-Hao Su:
PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking. - Vladimir Druskin, Mikhail Zaslavsky:
Fast finite-difference convolution for 3D problems in layered media. - Dan Barnes, Matthew Gadd, Paul Murcutt, Paul Newman, Ingmar Posner:
The Oxford Radar RobotCar Dataset: A Radar Extension to the Oxford RobotCar Dataset. - Zihan Pan, Yansong Chua, Jibin Wu, Malu Zhang, Haizhou Li, Eliathamby Ambikairajah:
An efficient and perceptually motivated auditory neural encoding and decoding algorithm for spiking neural networks. - Brendon Boldt, Zack While, Eric Breimer:
Detecting Compromised Implicit Association Test Results Using Supervised Learning. - Cara M. Nunez, Sophia R. Williams, Allison M. Okamura, Heather Culbertson:
Understanding Continuous and Pleasant Linear Sensations on the Forearm from a Sequential Discrete Lateral Skin-Slip Haptic Device. - Minjie Wang, Lingfan Yu, Da Zheng, Quan Gan, Yu Gai, Zihao Ye, Mufei Li, Jinjing Zhou, Qi Huang, Chao Ma, Ziyue Huang, Qipeng Guo, Hao Zhang, Haibin Lin, Junbo Zhao, Jinyang Li, Alexander J. Smola, Zheng Zhang:
Deep Graph Library: Towards Efficient and Scalable Deep Learning on Graphs. - Nian Guo, Victoria Kostina:
Optimal Causal Rate-Constrained Sampling of the Wiener Process. - Shikib Mehri, Alan W. Black, Maxine Eskénazi:
CMU GetGoing: An Understandable and Memorable Dialog System for Seniors. - Emily Sheng, Kai-Wei Chang, Premkumar Natarajan, Nanyun Peng:
The Woman Worked as a Babysitter: On Biases in Language Generation. - Bálint Takács, Yiannis Hadjimichael:
High order discretization methods for spatial dependent SIR models. - Suzan Ece Ada, Emre Ugur, H. Levent Akin:
Generalization in Transfer Learning. - Jonathan P. Chang, Cristian Danescu-Niculescu-Mizil:
Trouble on the Horizon: Forecasting the Derailment of Online Conversations as they Develop. - Shaojie Bai, J. Zico Kolter, Vladlen Koltun:
Deep Equilibrium Models. - Sébastien Lallé, Dereck Toker, Cristina Conati:
Gaze-Driven Adaptive Interventions for Magazine-Style Narrative Visualizations. - Elena Voita, Rico Sennrich, Ivan Titov:
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives. - Elena Voita, Rico Sennrich, Ivan Titov:
Context-Aware Monolingual Repair for Neural Machine Translation. - Tom Le Paine, Çaglar Gülçehre, Bobak Shahriari, Misha Denil, Matt Hoffman, Hubert Soyer, Richard Tanburn, Steven Kapturowski, Neil C. Rabinowitz, Duncan Williams, Gabriel Barth-Maron, Ziyu Wang, Nando de Freitas, Worlds Team:
Making Efficient Use of Demonstrations to Solve Hard Exploration Problems. - Weiyan Shi, Kun Qian, Xuewei Wang, Zhou Yu:
How to Build User Simulators to Train RL-based Dialog Systems. - Matheus Torquato, Marco Vieira:
Towards Models for Availability and Security Evaluation of Cloud Computing with Moving Target Defense. - Pengfei Sun, Gopala Krishna Anumanchipalli, Edward F. Chang:
Brain2Char: A Deep Architecture for Decoding Text from Brain Recordings. - Soumajyoti Sarkar, Ashkan Aleali, Paulo Shakarian, Mika Armenta, Danielle Sanchez, Kiran Lakkaraju:
Impact of Social Influence on Adoption Behavior: An Online Controlled Experimental Evaluation. - Michael Kapralov, Rasmus Pagh, Ameya Velingker, David P. Woodruff, Amir Zandieh:
Oblivious Sketching of High-Degree Polynomial Kernels. - Youshan Zhang, Jiarui Xing, Miaomiao Zhang:
Mixture Probabilistic Principal Geodesic Analysis. - Karl-Ludwig Besser, Eduard A. Jorswieck:
Reliable Communications Over Dependent Fading Wireless Channels. - Sabah Al-Fedaghi:
Thing/Machine-s (Thimacs) Applied to Structural Description in Software Engineering. - Anupama Ray, Siddharth Kumar, Rutvik Reddy, Prerana Mukherjee, Ritu Garg:
Multi-level Attention network using text, audio and video for Depression Prediction. - Masih Haseli, Jorge Cortés:
Efficient Identification of Linear Evolutions in Nonlinear Vector Fields: Koopman Invariant Subspaces. - Niek Tax:
Mining Insights from Weakly-Structured Event Data. - Titus Cieslewski, Andreas Ziegler, Davide Scaramuzza:
Exploration Without Global Consistency Using Local Volume Consolidation. - Christian Kray, Auriol Degbelo:
Map plasticity. - Kai Zhou, Tomasz P. Michalak, Yevgeniy Vorobeychik:
Adversarial Robustness of Similarity-Based Link Prediction. - Janice Lan, Rosanne Liu, Hattie Zhou, Jason Yosinski:
LCA: Loss Change Allocation for Neural Network Training. - Zihan Wang, Jingbo Shang, Liyuan Liu, Lihao Lu, Jiacheng Liu, Jiawei Han:
CrossWeigh: Training Named Entity Tagger from Imperfect Annotations. - Dhruva Kartik, Ashutosh Nayyar:
Zero-sum Stochastic Games with Asymmetric Information. - Junyi Tu, Paul Rosen:
Topologically-Guided Color Image Enhancement. - Miriam Hurtado Bodell, Martin Arvidsson, Måns Magnusson:
Interpretable Word Embeddings via Informative Priors. - Luca Lugini, Diane J. Litman:
Predicting Specificity in Classroom Discussion. - Baocheng Geng, Qunwei Li, Pramod K. Varshney:
Prospect Theory Based Crowdsourcing for Classification in the Presence of Spammers. - Kiko Fernandez-Reyes, Isaac Oscar Gariano, James Noble, Tobias Wrigstad:
Towards Gradual Checking of Reference Capabilities. - Matthias Taus, Leonardo Zepeda-Núñez, Russell J. Hewett, Laurent Demanet:
L-Sweeps: A scalable, parallel preconditioner for the high-frequency Helmholtz equation. - Navid Hashemi, Justin Ruths:
Generalized chi-squared detector for LTI systems with non-Gaussian noise. - Frédéric Magoulès, Qinmeng Zou:
Asynchronous Time-Parallel Method based on Laplace Transform. - Solomiia Fedushko, Sofia Kolos:
Effective Strategies for Using Hashtags in Online Communication. - Asura Enkhbayar, Stefanie Haustein, Germana Barata, Juan Pablo Alperin:
How much research shared on Facebook is hidden from public view? A comparison of public and private online activity around PLOS ONE papers. - Navid Hashemi, Eduardo Verdugo German, Jonatan Pena Ramirez, Justin Ruths:
Filtering Approaches for Dealing with Noise in Anomaly Detection. - Qinmeng Zou, Frédéric Magoulès:
Fast Gradient Methods with Alignment for Symmetric Linear Systems without Using Cauchy Step. - Brian A. Freno, William A. Johnson, Brian F. Zinser, Salvatore Campione:
Symmetric Triangle Quadrature Rules for Arbitrary Functions. - Qinmeng Zou, Frédéric Magoulès:
Parameter Estimation in the Hermitian and Skew-Hermitian Splitting Method Using Gradient Iterations. - Tao Meng, Nanyun Peng, Kai-Wei Chang:
Target Language-Aware Constrained Inference for Cross-lingual Dependency Parsing. - Samuel Showalter, Zhixin Wu:
Minimizing the Societal Cost of Credit Card Fraud with Limited and Imbalanced Data. - Po-Sen Huang, Robert Stanforth, Johannes Welbl, Chris Dyer, Dani Yogatama, Sven Gowal, Krishnamurthy Dvijotham, Pushmeet Kohli:
Achieving Verified Robustness to Symbol Substitutions via Interval Bound Propagation. - Bibek Paudel, Abraham Bernstein:
Cross-Cutting Political Awareness through Diverse News Recommendations. - Zachary M. Ziegler, Yuntian Deng, Alexander M. Rush:
Neural Linguistic Steganography. - Chen Zhao, Jiaqi Yang, Ke Xian, Zhiguo Cao, Xin Li:
Iterative Clustering with Game-Theoretic Matching for Robust Multi-consistency Correspondence. - Adam Stooke, Pieter Abbeel:
rlpyt: A Research Code Base for Deep Reinforcement Learning in PyTorch. - Arun Verma, Manjesh Kumar Hanawal, Arun Rajkumar, Raman Sankaran:
Censored Semi-Bandits: A Framework for Resource Allocation with Censored Feedback. - Aritra Mitra, John A. Richards, Shreyas Sundaram:
A Communication-Efficient Algorithm for Exponentially Fast Non-Bayesian Learning in Networks. - Nir Levine, Yinlam Chow, Rui Shu, Ang Li, Mohammad Ghavamzadeh, Hung Bui:
Prediction, Consistency, Curvature: Representation Learning for Locally-Linear Control. - Yixin Chen, Siyuan Huang, Tao Yuan, Siyuan Qi, Yixin Zhu, Song-Chun Zhu:
Holistic++ Scene Understanding: Single-view 3D Holistic Scene Parsing and Human Pose Estimation with Human-Object Interaction and Physical Commonsense. - Junyi Tu, Mustafa Hajij, Paul Rosen:
Propagate and Pair: A Single-Pass Approach to Critical Point Pairing in Reeb Graphs. - Mingyang Chen, Wen Zhang, Wei Zhang, Qiang Chen, Huajun Chen:
Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs. - Mahammad Humayoo, Xueqi Cheng:
Parameter Estimation with the Ordered 𝓁2 Regularization via an Alternating Direction Method of Multipliers. - Tyler L. Hayes, Christopher Kanan:
Lifelong Machine Learning with Deep Streaming Linear Discriminant Analysis. - Katharina Kann, Kyunghyun Cho, Samuel R. Bowman:
Towards Realistic Practices In Low-Resource Natural Language Processing: The Development Set. - Meng Cao, Jackie Chi Kit Cheung:
Referring Expression Generation Using Entity Profiles. - Liqun Qi, Shenglong Hu:
Spectral Norm and Nuclear Norm of a Third Order Tensor. - Duc Viet Le, Lizzy Tengana Hurtado, Adil Ahmad, Mohsen Minaei, Byoungyoung Lee, Aniket Kate:
A Tale of Two Trees: One Writes, and Other Reads. Optimized Oblivious Accesses to Large-Scale Blockchains. - Yucong Shen, Xin Zhong, Frank Y. Shih:
Deep Morphological Neural Networks. - Yang Li, Thomas Strohmer:
What Happens on the Edge, Stays on the Edge: Toward Compressive Deep Learning. - Quanyu Dai, Xiao Shen, Xiao-Ming Wu, Dan Wang:
Network Transfer Learning via Adversarial Domain Adaptation with Graph Convolution. - Yang Li, Jianhe Yuan, Zhiqun Zhao, Hao Sun, Zhihai He:
Snowball: Iterative Model Evolution and Confident Sample Discovery for Semi-Supervised Learning on Very Small Labeled Datasets. - Rui Hou, Verónica Pérez-Rosas, Stacy L. Loeb, Rada Mihalcea:
Towards Automatic Detection of Misinformation in Online Medical Videos. - Trung V. Phan, Syed Tasnimul Islam, Tri Gia Nguyen, Thomas Bauschert:
Q-DATA: Enhanced Traffic Flow Monitoring in Software-Defined Networks applying Q-learning. - Ajit Jadhav, Prerana Mukherjee, Vinay Kaushik, Brejesh Lall:
Aerial multi-object tracking by detection using deep association networks. - Matti Karppa, Petteri Kaski:
Engineering Boolean Matrix Multiplication for Multiple-Accelerator Shared-Memory Architectures. - Baigong Zheng, Renjie Zheng, Mingbo Ma, Liang Huang:
Simpler and Faster Learning of Adaptive Policies for Simultaneous Translation. - Dileep George:
What can the brain teach us about building artificial intelligence? - Jie Hao, Xing Wang, Shuming Shi, Jinfeng Zhang, Zhaopeng Tu:
Towards Better Modeling Hierarchical Structure for Self-Attention with Ordered Neurons. - Jaroslav Nesetril, Patrice Ossona de Mendez, Roman Rabinovich, Sebastian Siebertz:
Classes of graphs with low complexity: the case of classes with bounded linear rankwidth. - Katsuhiko Hayashi, Masashi Shimbo:
A Non-commutative Bilinear Model for Answering Path Queries in Knowledge Graphs. - Michael Wayne Goodman:
AMR Normalization for Fairer Evaluation. - Jacob Rafati, David C. Noelle:
Learning sparse representations in reinforcement learning. - Akihiro Yabe, Takanori Maehara:
Empirical Hypothesis Space Reduction. - Liang Pan, Kun Xu:
High-order gas-kinetic scheme with three-dimensional WENO reconstruction for the Euler and Navier-Stokes solutions. - Palash Dey:
Gerrymandering: A Briber's Perspective. - Yu Shi, Jiaming Shen, Yuchen Li, Naijing Zhang, Xinwei He, Zhengzhi Lou, Qi Zhu, Matthew Walker, Myunghwan Kim, Jiawei Han:
Discovering Hypernymy in Text-Rich Heterogeneous Information Network by Exploiting Context Granularity. - Guillaume Noyel, Michel Jourlin:
Functional Asplund's metrics for pattern matching robust to variable lighting conditions. - Bing Yao, Meimei Zhao, Xiaohui Zhang, Yarong Mu, Yirong Sun, Mingjun Zhang, Sihua Yang, Fei Ma, Jing Su, Xiaomin Wang, Hongyu Wang, Hui Sun:
Topological Coding and Topological Matrices Toward Network Overall Security. - Xiaoqing Sun, Mingkai Tong, Jiahai Yang:
HinDom: A Robust Malicious Domain Detection System based on Heterogeneous Information Network with Transductive Classification. - Tomer Cohen, Lior Wolf:
Bidirectional One-Shot Unsupervised Domain Mapping. - John Augustine, Kristian Hinnenthal, Fabian Kuhn, Christian Scheideler, Philipp Schneider:
Shortest Paths in a Hybrid Network Model. - Hiroshi Hirai, Motoki Ikeda:
A Cost-Scaling Algorithm for Minimum-Cost Node-Capacitated Multiflow Problem. - Dong Chen, Jamil Y. Khan, Muhammad Awais Javed, Jason Brown:
Interference mitigation techniques for a dense heterogeneous area network in machine-to-machine communications. - Liliana Ardissono, Noemi Mauro:
A Compositional Model of Multi-faceted Trust for Personalized Item Recommendation. - Paolo Ciancarini, Andrea Giovanni Nuzzolese, Valentina Presutti, Daniel Russo:
SQuAP-Ont: an Ontology of Software Quality Relational Factors from Financial Systems. - Andre Coelho, Christian Ott, Harsimran Singh, Fernando C. Lizarralde, Konstantin Kondak:
Multi-DoF Time Domain Passivity Approach based Drift Compensation for Telemanipulation. - Alex Bozarth, Brendan Dwyer, Fei Hu, Daniel Jalova, Karthik Muthuraman, Nick Pentreath, Simon Plovyt, Gabriela de Queiroz, Saishruthi Swaminathan, Patrick Titzler, Xin Wu, Hong Xu, Frederick R. Reiss, Vijay Bommireddipalli:
Model Asset eXchange: Path to Ubiquitous Deep Learning Deployment. - Thomas Scialom, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano:
Answers Unite! Unsupervised Metrics for Reinforced Summarization Models. - Naiyu Gao, Yanhu Shan, Yupei Wang, Xin Zhao, Yinan Yu, Ming Yang, Kaiqi Huang:
SSAP: Single-Shot Instance Segmentation With Affinity Pyramid. - Rainer Kelz, Gerhard Widmer:
Towards Interpretable Polyphonic Transcription with Invertible Neural Networks. - Alexander Poth, Mario Kottke, Andreas Riel:
Scaling agile on large enterprise level - systematic bundling and application of state of the art approaches for lasting agile transitions. - Georgios Mylonas, Dimitrios Amaxilatis, Lidia Pocero, Iraklis Markelis, Jörg Hofstätter, Pavlos Koulouris:
Using an Educational IoT Lab Kit and Gamification for Energy Awareness in European Schools. - Cinzia Di Giusto, Laetitia Laversa, Étienne Lozes:
On the k-synchronizability for mailbox systems. - Astrid S. Pechstein, Martin Meindlhumer, Alexander Humer:
The polarization process of ferroelectric materials analyzed in the framework of variational inequalities. - Ivan Vulic, Goran Glavas, Roi Reichart, Anna Korhonen:
Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? - Ramtine Tofighi-Shirazi, Irina Asavoae, Philippe Elbaz-Vincent, Thanh Ha Le:
Defeating Opaque Predicates Statically through Machine Learning and Binary Analysis. - Vishwajeet Kumar, Sivaanandh Muneeswaran, Ganesh Ramakrishnan, Yuan-Fang Li:
ParaQG: A System for Generating Questions and Answers from Paragraphs. - Xin Kong, Guangyao Zhai, Baoquan Zhong, Yong Liu:
PASS3D: Precise and Accelerated Semantic Segmentation for 3D Point Cloud. - Antonio Lieto:
Heterogeneous Proxytypes Extended: Integrating Theory-like Representations and Mechanisms with Prototypes and Exemplars. - Leonard Adolphs, Thomas Hofmann:
LeDeepChef: Deep Reinforcement Learning Agent for Families of Text-Based Games. - Alexander Tarakanov, Ahmed H. Elsheikh:
Regression-based sparse polynomial chaos for uncertainty quantification of subsurface flow models. - A. R. Balasubramanian:
Complexity of controlled bad sequences over finite sets of Nk. - Matteo Zancanaro, Francesco Ballarin, Simona Perotto, Gianluigi Rozza:
Hierarchical Model Reduction Techniques for Flow Modeling in a Parametrized Setting. - Nicolas Audebert, Alexandre Boulch, Bertrand Le Saux, Sébastien Lefèvre:
Distance transform regression for spatially-aware deep semantic segmentation. - Solomia Fedushko, Olha Trach, Zoryana Kunch, Yaryna Turchyn, Ulyana Yarka:
Modelling the Behavior Classification of Social News Aggregations Users. - Olha Anisimova, Valeriia Vasylenko, Solomia Fedushko:
Social Networks as a Tool for a Higher Education Institution Image Creation. - Eyal Hadad, Roni Stern:
Learning Test Traces. - Artem Zakharchenko, Yuliia Maksimtsova, Valentyn Iurchenko, Viktoriya Shevchenko, Solomiia Fedushko:
Under the Conditions of Non-Agenda Ownership: Social Media Users in the 2019 Ukrainian Presidential Elections Campaign. - Nhan Thanh Nguyen, Kyungchun Lee:
Deep Learning-Aided Tabu Search Detection for Large MIMO Systems. - Sungho Shin, Yoonho Boo, Wonyong Sung:
Empirical Analysis of Knowledge Distillation Technique for Optimization of Quantized Deep Neural Networks. - Chengzhu Yu, Heng Lu, Na Hu, Meng Yu, Chao Weng, Kun Xu, Peng Liu, Deyi Tuo, Shiyin Kang, Guangzhi Lei, Dan Su, Dong Yu:
DurIAN: Duration Informed Attention Network For Multimodal Synthesis. - Tereza Vojtechová, Michal Novák, Milos Kloucek, Ondrej Bojar:
SAO WMT19 Test Suite: Machine Translation of Audit Reports. - Niklas Heim, James E. Avery:
Adaptive Anomaly Detection in Chaotic Time Series with a Spatially Aware Echo State Network. - Ghazal Tashakor, Remo Suppi:
Simulation and computational analysis of multiscale graph agent-based tumor model. - Michihiro Yasunaga, Jungo Kasai, Rui Zhang, Alexander R. Fabbri, Irene Li, Dan Friedman, Dragomir R. Radev:
ScisummNet: A Large Annotated Corpus and Content-Impact Models for Scientific Paper Summarization with Citation Networks. - Lianwei Wu, Yuan Rao, Haolin Jin, Ambreen Nazir, Ling Sun:
Different Absorption from the Same Sharing: Sifted Multi-task Learning for Fake News Detection. - Michael A. Bekos, Chrysanthi N. Raftopoulou:
On a Conjecture of Lovász on Circle-Representations of Simple 4-Regular Planar Graphs. - Yifang Liu, Zhentao Xu, Cong Hui, Yi Xuan, Jessie Chen, Yuanming Shan:
Heterogeneous Collaborative Filtering. - Dingyou Ma, Nir Shlezinger, Tianyao Huang, Yimin Liu, Yonina C. Eldar:
Joint Radar-Communications Strategies for Autonomous Vehicles. - Carl R. Andersson, Antônio H. Ribeiro, Koen Tiels, Niklas Wahlström, Thomas B. Schön:
Deep Convolutional Networks in System Identification. - Joel Hestness, Newsha Ardalani, Greg Diamos:
Beyond Human-Level Accuracy: Computational Challenges in Deep Learning. - Jiahua Xu, Wei Zhou, Zhibo Chen, Suiyi Ling, Patrick Le Callet:
Predictive Auto-Encoding Network for Blind Stereoscopic Image Quality Assessment. - Jaime Ramos:
Büchi automata for distributed temporal logic. - Cezar-Constantin Andrici, Stefan Ciobaca:
Verifying the DPLL Algorithm in Dafny. 3-15 - Vlad Rusu, David Nowak:
(Co)inductive Proof Systems for Compositional Proofs in Reachability Logic. 32-47 - Georgiana Caltais:
Explaining SDN Failures via Axiomatisations. 48-60 - Georgiana Surlea, Adrian Craciun:
Gröbner Bases with Reduction Machines. 61-75 - Isabela Dramnesc, Tudor Jebelean:
Proof-Based Synthesis of Sorting Algorithms Using Multisets in Theorema. 76-91 - Bogdan Aman, Gabriel Ciobanu:
Probabilities in Session Types. 92-106 - Lorenzo Capra:
An Operational Semantics of Graph Transformation Systems Using Symmetric Nets. 107-119 - Peter Garba, Matteo Favaro:
SATURN - Software Deobfuscation Framework Based on LLVM. - Rayson Laroca, Luiz A. Zanlorensi, Gabriel Resende Gonçalves, Eduardo Todt, William Robson Schwartz, David Menotti:
An Efficient and Layout-Independent Automatic License Plate Recognition System Based on the YOLO detector. - Kota Srinivas Reddy, Nikhil Karamchandani:
Rate-Memory Trade-off for Multi-access Coded Caching with Uncoded Placement. - Andreas Kvistad, Massimiliano Ruocco, Eliezer de Souza da Silva, Erlend Aune:
Augmented Memory Networks for Streaming-Based Active One-Shot Learning. - Berkay Anahtarci, Can Deha Kariksiz, Naci Saldi:
Value Iteration Algorithm for Mean-field Games. - Duaa Alawad, Manisha Panta, Minhaz F. Zibran, Md. Rakibul Islam:
An Empirical Study of the Relationships between Code Readability and Software Complexity. - Yu Wang:
Single Training Dimension Selection for Word Embedding with PCA. - Jie Zhang, Yin Zhao, Longjun Cai, Chaoping Tu, Wu Wei:
Video Affective Effects Prediction with Multi-modal Fusion and Shot-Long Temporal Context. - Ronan Baduel, Iulian Ober, Jean-Michel Bruel:
Modeling and verification method for an early validation of a train system. - Armin Wolf:
Modular Modeling and Optimized Scheduling of Building Energy Systems based on Mixed Integer Programming. - Unai Zabala, Igor Rodriguez Rodriguez, José María Martínez-Otzeta, Elena Lazkano:
Learning to gesticulate by observation using a deep generative approach. - Oskar Skibski:
Complexity of Computing the Shapley Value in Games with Externalities. - Mohamed E. Fouda, Fadi J. Kurdahi, Ahmed M. Eltawil, Emre Neftci:
Spiking Neural Networks for Inference and Learning: A Memristor-based Design Perspective. - Tommaso Teofili, Niyati Chhaya:
Affect Enriched Word Embeddings for News Information Retrieval. - Van-Dang Nguyen, Johan Jansson, Anders Goude, Johan Hoffman:
Technical Report - Comparison of Direct Finite Element Simulation with Actuator Line Models and Vortex Models for Simulation of Turbulent Flow Past a Vertical Axis wind Turbine. - Matthia Sabatelli, Gilles Louppe, Pierre Geurts, Marco A. Wiering:
Approximating two value functions instead of one: towards characterizing a new family of Deep Reinforcement Learning algorithms. - Seth Neel, Aaron Roth, Giuseppe Vietri, Zhiwei Steven Wu:
Differentially Private Objective Perturbation: Beyond Smoothness and Convexity. - Cesar Pereida García, Sohaib ul Hassan, Nicola Tuveri, Iaroslav Gridin, Alejandro Cabrera Aldaya, Billy Bob Brumley:
Certified Side Channels. - Agostino Dovier, Andrea Formisano, Flavio Vella:
GPU-based parallelism for ASP-solving. - Mikhail Prokopenko, Peter Wang:
Fractals2019: Combinatorial Optimisation with Dynamic Constraint Annealing. - Shuyan Wang:
Unifying Causal Models with Trek Rules. - Gábor Melis, Tomás Kociský, Phil Blunsom:
Mogrifier LSTM. - Eric Du, Xiaoyong Li:
Employ Multimodal Machine Learning for Content quality analysis. - Albert H. Schrotenboer, Susanne Wruck, Iris F. A. Vis, Kees Jan Roodbergen:
Integration of returns and decomposition of customer orders in e-commerce warehouses. - Shaojie Tang:
Stochastic Submodular Probing with State-Dependent Costs. - Harsh Beohar, Sebastian Küpper:
Bisimulation maps in presheaf categories. - Charles Clum, Dustin G. Mixon, Theresa Scarnati:
Matching Component Analysis for Transfer Learning. - Lukasz Augustyniak, Tomasz Kajdanowicz, Przemyslaw Kazienko:
Extracting Aspects Hierarchies using Rhetorical Structure Theory. - Paul B. Kantor:
Soft Triangles for Expert Aggregation. - Diego Valsesia, Sophie Marie Fosson, Chiara Ravazzi, Tiziano Bianchi, Enrico Magli:
Analysis of SparseHash: an efficient embedding of set-similarity via sparse projections. - David Allouche:
Computation Protein Design instances with small tree-width: selection based on coarse approximated 3D average position volume. - Zhanghan Ke, Daoye Wang, Qiong Yan, Jimmy S. J. Ren, Rynson W. H. Lau:
Dual Student: Breaking the Limits of the Teacher in Semi-supervised Learning. - Esdras L. Bispo Jr.:
Epistemological Issues in Educational Data Mining. - Michael Stewart, Majigsuren Enkhsaikhan, Wei Liu:
ICDM 2019 Knowledge Graph Contest: Team UWA. - Ruomu Zou:
A Deep, Forgetful Novelty-Seeking Movie Recommender Model. - Shanshan Wu, Alexandros G. Dimakis, Sujay Sanghavi:
Learning Distributions Generated by One-Layer ReLU Networks. - Johannes Köhler, Elisa Andina, Raffaele Soloperto, Matthias A. Müller, Frank Allgöwer:
Linear robust adaptive model predictive control: Computational complexity and conservatism. - Bernhard Egger, William A. P. Smith, Ayush Tewari, Stefanie Wuhrer, Michael Zollhöfer, Thabo Beeler, Florian Bernard, Timo Bolkart, Adam Kortylewski, Sami Romdhani, Christian Theobalt, Volker Blanz, Thomas Vetter:
3D Morphable Face Models - Past, Present and Future. - Xiaoli Liu, Jianqin Yin, Huaping Liu, Yilong Yin:
PISEP^2: Pseudo Image Sequence Evolution based 3D Pose Prediction. - Thomas D. Ahle, Jakob Bæk Tejs Knudsen:
Almost Optimal Tensor Sketch. - Hafsa Shareef Dar, Muhammad Ikram Ullah Lali, Moin Ul Din, Khalid Mahmood Malik, Syed Ahmad Chan Bukhari:
Frameworks for Querying Databases Using Natural Language: A Literature Review. - Kübra Uludag, Sinan Emre Tasçi, Ömer Korçak:
Internet Appendix for "Sequential Bargaining Based Incentive Mechanism for Collaborative Internet Access". - John Bryden, Eric Silverman, Simon T. Powers:
Status in flux: Unequal alliances can create power vacuums. - Gianfranco Chicco, Andrea Mazza:
New insights for setting up contractual options for demand side flexibility. - Siddhartha Datta:
DeepObfusCode: Source Code Obfuscation Through Sequence-to-Sequence Networks. - Matthew Jagielski, Nicholas Carlini, David Berthelot, Alex Kurakin, Nicolas Papernot:
High-Fidelity Extraction of Neural Network Models. - Prashnna Kumar Gyawali, Zhiyuan Li, Cameron Knight, Sandesh Ghimire, B. Milan Horácek, John L. Sapp, Linwei Wang:
Improving Disentangled Representation Learning with the Beta Bernoulli Process. - Bin Yan, Haojie Zhao, Dong Wang, Huchuan Lu, Xiaoyun Yang:
'Skimming-Perusal' Tracking: A Framework for Real-Time and Robust Long-term Tracking. - Adarsha Balaji, Anup Das, Yuefeng Wu, Khanh Huynh, Francesco Dell'Anna, Giacomo Indiveri, Jeffrey L. Krichmar, Nikil D. Dutt, Siebren Schaafsma, Francky Catthoor:
Mapping Spiking Neural Networks to Neuromorphic Hardware. - Praveen Fernando, Jin Wei:
Blockchain-Powered Software Defined Network-Enabled Networking Infrastructure for Cloud Management. - Joscha Gedicke, Sjoerd Geevers, Ilaria Perugia:
An equilibrated a posteriori error estimator for arbitrary-order Nédélec elements for magnetostatic problems. - Xiaochao Zhou, Zekun Zhu, Shunchuan Yang, Donglin Su:
Towards a Unified Approach to Electromagnetic Analysis by Multilayer Embedded Objects. - Shivam Bajaj, Shaunak D. Bopardikar:
Dynamic Boundary Guarding Against Radially Incoming Targets. - Mohammad Motamed:
A multi-fidelity neural network surrogate sampling method for uncertainty quantification. - Yash Srivastava, Vaishnav Murali, Shiv Ram Dubey, Snehasis Mukherjee:
Visual Question Answering using Deep Learning: A Survey and Performance Analysis. - Hui Zhu, Zhulin An, Chuanguang Yang, Xiaolong Hu, Kaiqiang Xu, Yongjun Xu:
Rethinking the Number of Channels for the Convolutional Neural Network. - Ryan Shah, Shishir Nagaraja:
Privacy with Surgical Robotics: Challenges in Applying Contextual Privacy Theory. - Syrielle Montariol, Alexandre Allauzen:
Empirical Study of Diachronic Word Embeddings for Scarce Data. - Jindong Gu, Daniela Oelke:
Understanding Bias in Machine Learning. - Jiaojiao Fang, Lingtao Zhou, Guizhong Liu:
3D Bounding Box Estimation for Autonomous Vehicles by Cascaded Geometric Constraints and Depurated 2D Detections Using 3D Results. - John Merrill, Geoff Ward, Sean Kamkar, Jay Budzik, Douglas Merrill:
Generalized Integrated Gradients: A practical method for explaining diverse ensembles. - Khanh Nguyen, Hal Daumé III:
Help, Anna! Visual Navigation with Natural Multimodal Assistance via Retrospective Curiosity-Encouraging Imitation Learning. - Quan Nguyen, Surya Santoso:
Optimal Planning and Operation of Multi-Frequency HVac Transmission Systems. - Bin Wang, Paul G. Kry, Yuanmin Deng, Uri M. Ascher, Hui Huang, Baoquan Chen:
Learning Elastic Constitutive Material and Damping Models. - Ghazal Tashakor, Remo Suppi:
Agent-based model for tumour-analysis using Python+Mesa. - Carole H. Sudre, Beatriz Gomez Anson, Silvia Ingala, Chris D. Lane, Daniel Jimenez, Lukas Haider, Thomas Varsavsky, Ryutaro Tanno, Lorna Smith, Sébastien Ourselin, Hans Rolf Jäger, M. Jorge Cardoso:
Let's agree to disagree: learning highly debatable multirater labelling. - Maurice Margenstern:
About Fibonacci trees III: multiple Fibonacci trees. - Varun Suryan, Pratap Tokekar:
Learning a Spatial Field in Minimum Time with a Team of Robots. - Shishir Nagaraja, Ryan Shah:
VoipLoc: Establishing VoIP call provenance using acoustic side-channels. - Vincenzo Giuliano, Valerio Formicola:
ICSrange: A Simulation-based Cyber Range Platform for Industrial Control Systems. - Royce J. Wilson, Celia Yuxin Zhang, William Lam, Damien Desfontaines, Daniel Simmons-Marengo, Bryant Gipson:
Differentially Private SQL with Bounded User Contribution. - Ana Silva, Allen Ibiapina:
On Orthogonal Vector Edge Coloring. - Dmitry Batenkov, Benedikt Diederichs, Gil Goldman, Yosef Yomdin:
The spectral properties of Vandermonde matrices with clustered nodes. - Ilja Kuzborskij, Csaba Szepesvári:
Efron-Stein PAC-Bayesian Inequalities. - Pengfei Zhang, Jianru Xue, Cuiling Lan, Wenjun Zeng, Zhanning Gao, Nanning Zheng:
EleAtt-RNN: Adding Attentiveness to Neurons in Recurrent Neural Networks. - Kazufumi Ito, Bangti Jin:
Regularized Linear Inversion with Randomized Singular Value Decomposition. - Jaemin Cho, Min Joon Seo, Hannaneh Hajishirzi:
Mixture Content Selection for Diverse Sequence Generation. - Bernardo B. Gatto, Eulanda Miranda dos Santos, Alessandro L. Koerich, Kazuhiro Fukui, Waldir S. S. Júnior:
Tensor Analysis with n-Mode Generalized Difference Subspace. - Xavier Soria, Edgar Riba, Angel Domingo Sappa:
Dense Extreme Inception Network: Towards a Robust CNN Model for Edge Detection. - Ajay D. Kshemkalyani, Anisur Rahaman Molla, Gokarna Sharma:
Dispersion of Mobile Robots in the Global Communication Model. - Peter Clark, Oren Etzioni, Daniel Khashabi, Tushar Khot, Bhavana Dalvi Mishra, Kyle Richardson, Ashish Sabharwal, Carissa Schoenick, Oyvind Tafjord, Niket Tandon, Sumithra Bhakthavatsalam, Dirk Groeneveld, Michal Guerquin, Michael Schmitz:
From 'F' to 'A' on the N.Y. Regents Science Exams: An Overview of the Aristo Project. - Paulo Tabuada, Lucas Fraile:
A Note on Data-Driven Control for SISO Feedback Linearizable Systems Without Persistency of Excitation. - Kristofer Schlachter, Connor DeFanti, Sebastian Herscher, Ken Perlin, Jonathan Tompson:
Beyond Photo Realism for Domain Adaptation from Synthetic Data. - Grzegorz Dudek:
A Constructive Approach for Data-Driven Randomized Learning of Feedforward Neural Networks. - Francesco Fraternali, Bharathan Balaji, Yuvraj Agarwal, Rajesh K. Gupta:
ACES - Automatic Configuration of Energy Harvesting Sensors with Reinforcement Learning. - Shah Nawaz, Muhammad Kamran Janjua, Ignazio Gallo, Arif Mahmood, Alessandro Calefati, Faisal Shafait:
Do Cross Modal Systems Leverage Semantic Relationships? - Daniel Zhengyu Huang, Will Pazner, Per-Olof Persson, Matthew J. Zahr:
High-order partitioned spectral deferred correction solvers for multiphysics problems. - Duong N. Nguyen, Aleksey Charapko, Sandeep S. Kulkarni, Murat Demirbas:
Using Weaker Consistency Models with Monitoring and Recovery for Improving Performance of Key-Value Stores. - Arnab Bhattacharyya, Édouard Bonnet, László Egri, Suprovat Ghoshal, Karthik C. S., Bingkai Lin, Pasin Manurangsi, Dániel Marx:
Parameterized Intractability of Even Set and Shortest Vector Problem. - Baha Eddine Youcef Belmekki, Abdelkrim Hamza, Benoît Escrig:
Outage Analysis of Cooperative NOMA Using Maximum Ratio Combining at Intersections. - Jacob Rafati, Roummel F. Marcia:
Quasi-Newton Optimization Methods For Deep Learning Applications. - Song Fang, Karl Henrik Johansson, Mikael Skoglund, Henrik Sandberg, Hideaki Ishii:
Two-Way Coding and Attack Decoupling in Control Systems Under Injection Attacks. - Stefan Larson, Anish Mahendran, Joseph J. Peper, Christopher Clarke, Andrew Lee, Parker Hill, Jonathan K. Kummerfeld, Kevin Leach, Michael A. Laurenzano, Lingjia Tang, Jason Mars:
An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction. - Noah Bilgrien, Roy Finkelberg, Chirag Tailor, India Irish, Girish Murali, Abhishek Mangal, Niklas Gustafsson, Sumedha Raman, Thad Starner, Rosa I. Arriaga:
PARQR: Augmenting the Piazza Online Forum to Better Support Degree Seeking Online Masters Students. - Ming Jiang, Qiuyuan Huang, Lei Zhang, Xin Wang, Pengchuan Zhang, Zhe Gan, Jana Diesner, Jianfeng Gao:
TIGEr: Text-to-Image Grounding for Image Caption Evaluation. - Samuel S. Ogden, Tian Guo:
ModiPick: SLA-aware Accuracy Optimization For Mobile Deep Inference. - Eva Sharma, Luyang Huang, Zhe Hu, Lu Wang:
An Entity-Driven Framework for Abstractive Summarization. - Yonatan Oren, Shiori Sagawa, Tatsunori B. Hashimoto, Percy Liang:
Distributionally Robust Language Modeling. - Salem Alqahtani, Murat Demirbas:
Performance Analysis and Comparison of Distributed Machine Learning Systems. - Bas Hofstra, Sebastian Munoz-Najar Galvez, Bryan He, Vivek V. Kulkarni, Daniel A. McFarland:
Diversity Breeds Innovation With Discounted Impact and Recognition. - Keping Bi, Choon Hui Teo, Yesh Dattatreya, Vijai Mohan, W. Bruce Croft:
Leverage Implicit Feedback for Context-aware Product Search. - Ran Xu, Jinkyu Koo, Rakesh Kumar, Peter Bai, Subrata Mitra, Ganga Maghanath, Saurabh Bagchi:
ApproxNet: Content and Contention Aware Video Analytics System for the Edge. - Minghui Sun, Georgios Bakirtzis, Hassan Jafarzadeh, Cody H. Fleming:
Correct-by-construction: a contract-based semi-automated requirement decomposition process. - Keping Bi, Qingyao Ai, Yongfeng Zhang, W. Bruce Croft:
Conversational Product Search Based on Negative Feedback. - Tianlang Chen, Zhaowen Wang, Ning Xu, Hailin Jin, Jiebo Luo:
Large-scale Tag-based Font Retrieval with Generative Feature Learning. - Sarthak Garg, Stephan Peitz, Udhyakumar Nallasamy, Matthias Paulik:
Jointly Learning to Align and Translate with Transformer Models. - Shariq Iqbal, Jonathan Tremblay, Thang To, Jia Cheng, Erik Leitch, Andy Campbell, Kirby Leung, Duncan McKay, Stan Birchfield:
Directional Semantic Grasping of Real-World Objects: From Simulation to Reality. - Yirui Wang, Le Lu, Chi-Tung Cheng, Dakai Jin, Adam P. Harrison, Jing Xiao, Chien-Hung Liao, Shun Miao:
Weakly Supervised Universal Fracture Detection in Pelvic X-rays. - Yuxuan Yu, Haolin Liu, Kuanren Qian, Humphrey Yang, Matthew McGehee, Jianzhe Gu, Danli Luo, Lining Yao, Yongjie Jessica Zhang:
Thermoplastic Fiber Reinforced Composite Material Characterization and Precise Finite Element Analysis for 4D Printing. - Sanidhya Kashyap, Dai Qin, Steve Byan, Virendra J. Marathe, Sanketh Nalli:
Correct, Fast Remote Persistence. - Soravit Changpinyo, Bo Pang, Piyush Sharma, Radu Soricut:
Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering. - Yujia Xie, Haoming Jiang, Feng Liu, Tuo Zhao, Hongyuan Zha:
Meta Learning with Relational Information for Short Sequences. - Hao-Jun Michael Shi, Dheevatsa Mudigere, Maxim Naumov, Jiyan Yang:
Compositional Embeddings Using Complementary Partitions for Memory-Efficient Recommendation Systems. - Yingkai Li, Edmund Y. Lou, Liren Shan:
Stochastic Linear Optimization with Adversarial Corruption. - Razieh Tavakoli, Mohammad Najafi, Ali Sharifara:
Artificial Neural Networks and Adaptive Neuro-fuzzy Models for Prediction of Remaining Useful Life. - Jiayuan Mao, Xiuming Zhang, Yikai Li, William T. Freeman, Joshua B. Tenenbaum, Jiajun Wu:
Program-Guided Image Manipulators. - Xiyuan Yang, Xiaotao Gu, Sheng Lin, Siliang Tang, Yueting Zhuang, Fei Wu, Zhigang Chen, Guoping Hu, Xiang Ren:
Learning Dynamic Context Augmentation for Global Entity Linking. - Subho S. Banerjee, Saurabh Jha, Ravishankar K. Iyer:
Inductive Bias-driven Reinforcement Learning For Efficient Schedules in Heterogeneous Clusters. - Aida Mostafazadeh Davani, Leigh Yeh, Mohammad Atari, Brendan Kennedy, Gwenyth Portillo-Wightman, Elaine Gonzalez, Natalie Delong, Rhea Bhatia, Arineh Mirinjian, Xiang Ren, Morteza Dehghani:
Reporting the Unreported: Event Extraction for Analyzing the Local Representation of Hate Crimes. - Leyuan Wang, John D. Owens:
Fast BFS-Based Triangle Counting on GPUs. - Philip Paquette, Yuchen Lu, Steven Bocco, Max O. Smith, Satya Ortiz-Gagne, Jonathan K. Kummerfeld, Satinder Singh, Joelle Pineau, Aaron C. Courville:
No Press Diplomacy: Modeling Multi-Agent Gameplay. - Jialiang Zhao, Jacky Liang, Oliver Kroemer:
Towards Precise Robotic Grasping by Probabilistic Post-grasp Displacement Estimation. - Hao Peng, Roy Schwartz, Noah A. Smith:
PaLM: A Hybrid Parser and Language Model. - Pegah Varghaei, Ehsan Kharazmi, Jorge L. Suzuki, Mohsen Zayernouri:
Vibration Analysis of Geometrically Nonlinear and Fractional Viscoelastic Cantilever Beams. - Lifeng Fan, Wenguan Wang, Siyuan Huang, Xinyu Tang, Song-Chun Zhu:
Understanding Human Gaze Communication by Spatio-Temporal Graph Reasoning. - Bill Yuchen Lin, Xinyue Chen, Jamin Chen, Xiang Ren:
KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning. - Milad Nasr, Michael Carl Tschantz:
Bidding Strategies with Gender Nondiscrimination: Constraints for Online Ad Auctions. - Gary Storey, Ahmed Bouridane, Richard Jiang, Chang-Tsun Li:
Atypical Facial Landmark Localisation with Stacked Hourglass Networks: A Study on 3D Facial Modelling for Medical Diagnosis. - Wenhu Chen, Hongmin Wang, Jianshu Chen, Yunkai Zhang, Hong Wang, Shiyang Li, Xiyou Zhou, William Yang Wang:
TabFact: A Large-scale Dataset for Table-based Fact Verification. - Nilesh Pandey, Andreas E. Savakis:
Poly-GAN: Multi-Conditioned GAN for Fashion Synthesis. - Yiwei Lu, Mahesh Kumar K., Seyed Shahabeddin Nabavi, Yang Wang:
Future Frame Prediction Using Convolutional VRNN for Anomaly Detection. - Wenxuan Zhou, Hongtao Lin, Ziqi Wang, Leonardo Neves, Xiang Ren:
Neural Rule Grounding for Low-Resource Relation Extraction. - Jiabin Liu, Bo Wang, Zhiquan Qi