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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, Tao Wang, Linlin Li, Luo Si:
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.