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31 Results
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Poster
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Thu 9:00 |
Why Robust Generalization in Deep Learning is Difficult: Perspective of Expressive Power Binghui Li · Jikai Jin · Han Zhong · John Hopcroft · Liwei Wang |
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Poster
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Thu 14:00 |
Generalization Gap in Amortized Inference Mingtian Zhang · Peter Hayes · David Barber |
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Poster
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Tue 9:00 |
Modeling the Machine Learning Multiverse Samuel J. Bell · Onno Kampman · Jesse Dodge · Neil Lawrence |
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Competition
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Thu 4:50 |
Transfer Learning Award: Team SI Analytics - Domain Generalization Strategy to Train Classifiers Robust to Spatial-Temporal Shift Yeji Choi |
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Poster
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Thu 14:00 |
Robust Generalized Method of Moments: A Finite Sample Viewpoint Dhruv Rohatgi · Vasilis Syrgkanis |
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Poster
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ViewFool: Evaluating the Robustness of Visual Recognition to Adversarial Viewpoints Yinpeng Dong · Shouwei Ruan · Hang Su · Caixin Kang · Xingxing Wei · Jun Zhu |
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Workshop
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Robust Option Learning for Adversarial Generalization Kishor Jothimurugan · Steve Hsu · Osbert Bastani · Rajeev Alur |
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Workshop
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Improving Domain Generalization with Interpolation Robustness Ragja Palakkadavath · Thanh Nguyen-Tang · Sunil Gupta · Svetha Venkatesh |
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Poster
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Thu 14:00 |
Trimmed Maximum Likelihood Estimation for Robust Generalized Linear Model Pranjal Awasthi · Abhimanyu Das · Weihao Kong · Rajat Sen |
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Poster
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Enhance the Visual Representation via Discrete Adversarial Training Xiaofeng Mao · YueFeng Chen · Ranjie Duan · Yao Zhu · Gege Qi · shaokai ye · Xiaodan Li · Rong Zhang · Hui Xue' |
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Poster
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Wed 9:00 |
Finding Differences Between Transformers and ConvNets Using Counterfactual Simulation Testing Nataniel Ruiz · Sarah Bargal · Cihang Xie · Kate Saenko · Stan Sclaroff |
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Poster
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Tue 9:00 |
Evolution of Neural Tangent Kernels under Benign and Adversarial Training Noel Loo · Ramin Hasani · Alexander Amini · Daniela Rus |