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Poster
Wed 14:00 Bidirectional Adaptation for Robust Semi-Supervised Learning with Inconsistent Data Distributions
Lin-Han Jia · Lan-Zhe Guo · Zhi Zhou · Jie-Jing Shao · Yuke Xiang · Yu-Feng Li
Oral
Wed 19:32 Bidirectional Adaptation for Robust Semi-Supervised Learning with Inconsistent Data Distributions
Lin-Han Jia · Lan-Zhe Guo · Zhi Zhou · Jie-Jing Shao · Yuke Xiang · Yu-Feng Li
Workshop
A More Robust Baseline for Active Learning by Injecting Randomness to Uncertainty Sampling
Po-Yi Lu · Chun-Liang Li · Hsuan-Tien (Tien) Lin
Poster
Wed 14:00 Towards Robust and Safe Reinforcement Learning with Benign Off-policy Data
Zuxin Liu · Zijian Guo · Zhepeng Cen · Huan Zhang · Yihang Yao · Hanjiang Hu · Ding Zhao
Workshop
Synergizing Deep Reinforcement Learning and Biological Pursuit Behavioral Rule for Robust and Interpretable Navigation
Kazushi Tsutsui · Kazuya Takeda · Keisuke Fujii
Workshop
Fri 15:15 Robust Inverse Reinforcement Learning Through Bayesian Theory of Mind
Ran Wei · Siliang Zeng · Chenliang Li · Alfredo Garcia · Anthony McDonald · Mingyi Hong
Workshop
Learning with Primal-Dual Spectral Risk Measures: a Fast Incremental Algorithm
Ronak Mehta · Vincent Roulet · Krishna Pillutla · Zaid Harchaoui
Poster
Wed 14:00 COLA: Orchestrating Error Coding and Learning for Robust Neural Network Inference Against Hardware Defects
Anlan Yu · Ning Lyu · Jieming Yin · Zhiyuan Yan · Wujie Wen
Workshop
Mathematical Theory of Adversarial Deep Learning
Xiao-Shan Gao · Lijia Yu · Shuang Liu
Poster
Thu 16:30 Robust Non-Linear Feedback Coding via Power-Constrained Deep Learning
Junghoon Kim · Taejoon Kim · David Love · Christopher G. Brinton
Workshop
Learning pipeline-invariant representation for robust brain phenotype prediction
Xinhui Li · Alex Fedorov · Mrinal Mathur · Anees Abrol · Gregory Kiar · Sergey Plis · Vince Calhoun
Workshop
R-LPIPS: An Adversarially Robust Perceptual Similarity Metric
Sara Ghazanfari · Siddharth Garg · Prashanth Krishnamurthy · Farshad Khorrami · Alexandre Araujo