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• Region-aware Global Context Modeling for Automatic Nerve Segmentation from Ultrasound Images

  Huisi Wu, Jiasheng Liu, Wei Wang, Zhenkun Wen, Jing Qin

  2907-2915

  2021-05-18

• Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization

  Quentin Cappart, Thierry Moisan, Louis-Martin Rousseau, Isabeau Prémont-Schwarz, Andre A. Cire

  3677-3687

  2021-05-18

• Noninvasive Self-attention for Side Information Fusion in Sequential Recommendation

  Chang Liu, Xiaoguang Li, Guohao Cai, Zhenhua Dong, Hong Zhu, Lifeng Shang

  4249-4256

  2021-05-18

• Reinforced Imitative Graph Representation Learning for Mobile User Profiling: An Adversarial Training Perspective

  Dongjie Wang, Pengyang Wang, Kunpeng Liu, Yuanchun Zhou, Charles E Hughes, Yanjie Fu

  4410-4417

  2021-05-18

• Tripartite Collaborative Filtering with Observability and Selection for Debiasing Rating Estimation on Missing-Not-at-Random Data

  Qi Zhang, Longbing Cao, Chongyang Shi, Liang Hu

  4671-4678

  2021-05-18

• Reinforcement Learning of Sequential Price Mechanisms

  Gianluca Brero, Alon Eden, Matthias Gerstgrasser, David Parkes, Duncan Rheingans-Yoo

  5219-5227

  2021-05-18

• Convergence Analysis of No-Regret Bidding Algorithms in Repeated Auctions

  Zhe Feng, Guru Guruganesh, Christopher Liaw, Aranyak Mehta, Abhishek Sethi

  5399-5406

  2021-05-18

• Learning to Sit: Synthesizing Human-Chair Interactions via Hierarchical Control

  Yu-Wei Chao, Jimei Yang, Weifeng Chen, Jia Deng

  5887-5895

  2021-05-18

• VMLoc: Variational Fusion For Learning-Based Multimodal Camera Localization

  Kaichen Zhou, Changhao Chen, Bing Wang, Muhamad Risqi U. Saputra, Niki Trigoni, Andrew Markham

  6165-6173

  2021-05-18

• TabNet: Attentive Interpretable Tabular Learning

  Sercan Ö. Arik, Tomas Pfister

  6679-6687

  2021-05-18

• A Theory of Independent Mechanisms for Extrapolation in Generative Models

  Michel Besserve, Remy Sun, Dominik Janzing, Bernhard Schölkopf

  6741-6749

  2021-05-18

• Understanding Decoupled and Early Weight Decay

  Johan Bjorck, Kilian Q. Weinberger, Carla Gomes

  6777-6785

  2021-05-18

• The Value-Improvement Path: Towards Better Representations for Reinforcement Learning

  Will Dabney, André Barreto, Mark Rowland, Robert Dadashi, John Quan, Marc G. Bellemare, David Silver

  7160-7168

  2021-05-18

• Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder

  Hyemi Kim, Seungjae Shin, JoonHo Jang, Kyungwoo Song, Weonyoung Joo, Wanmo Kang, Il-Chul Moon

  8128-8136

  2021-05-18

• Learning a Few-shot Embedding Model with Contrastive Learning

  Chen Liu, Yanwei Fu, Chengming Xu, Siqian Yang, Jilin Li, Chengjie Wang, Li Zhang

  8635-8643

  2021-05-18

• Unsupervised Learning of Graph Hierarchical Abstractions with Differentiable Coarsening and Optimal Transport

  Tengfei Ma, Jie Chen

  8856-8864

  2021-05-18

• Scheduling of Time-Varying Workloads Using Reinforcement Learning

  Shanka Subhra Mondal, Nikhil Sheoran, Subrata Mitra

  9000-9008

  2021-05-18

• Elastic Consistency: A Practical Consistency Model for Distributed Stochastic Gradient Descent

  Giorgi Nadiradze, Ilia Markov, Bapi Chatterjee, Vyacheslav Kungurtsev, Dan Alistarh

  9037-9045

  2021-05-18

• Online Class-Incremental Continual Learning with Adversarial Shapley Value

  Dongsub Shim, Zheda Mai, Jihwan Jeong, Scott Sanner, Hyunwoo Kim, Jongseong Jang

  9630-9638

  2021-05-18

• HiABP: Hierarchical Initialized ABP for Unsupervised Representation Learning

  Jiankai Sun, Rui Liu, Bolei Zhou

  9747-9755

  2021-05-18

• Stability and Generalization of Decentralized Stochastic Gradient Descent

  Tao Sun, Dongsheng Li, Bao Wang

  9756-9764

  2021-05-18

• Foresee then Evaluate: Decomposing Value Estimation with Latent Future Prediction

  Hongyao Tang, Zhaopeng Meng, Guangyong Chen, Pengfei Chen, Chen Chen, Yaodong Yang, Luo Zhang, Wulong Liu, Jianye Hao

  9834-9842

  2021-05-18

• Physics-constrained Automatic Feature Engineering for Predictive Modeling in Materials Science

  Ziyu Xiang, Mingzhou Fan, Guillermo Vázquez Tovar, William Trehern, Byung-Jun Yoon, Xiaofeng Qian, Raymundo Arroyave, Xiaoning Qian

  10414-10421

  2021-05-18

• Self-correcting Q-learning

  Rong Zhu, Mattia Rigotti

  11185-11192

  2021-05-18

• TripleTree: A Versatile Interpretable Representation of Black Box Agents and their Environments

  Tom Bewley, Jonathan Lawry

  11415-11422

  2021-05-18