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140 Results
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Poster
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Mon 2:30 |
Is Adversarial Training Really a Silver Bullet for Mitigating Data Poisoning? Rui Wen · Zhengyu Zhao · Zhuoran Liu · Michael Backes · Tianhao Wang · Yang Zhang |
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Poster
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Noise-Robust De-Duplication at Scale Emily Silcock · Luca D'Amico-Wong · Jinglin Yang · Melissa Dell |
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Oral
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Mon 1:20 |
Is Adversarial Training Really a Silver Bullet for Mitigating Data Poisoning? Rui Wen · Zhengyu Zhao · Zhuoran Liu · Michael Backes · Tianhao Wang · Yang Zhang |
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Poster
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ArCL: Enhancing Contrastive Learning with Augmentation-Robust Representations Xuyang Zhao · Tianqi Du · Yisen Wang · Jun Yao · Weiran Huang |
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Poster
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Wed 2:30 |
Revocable Deep Reinforcement Learning with Affinity Regularization for Outlier-Robust Graph Matching Chang Liu · Zetian Jiang · Runzhong Wang · Lingxiao Huang · Pinyan Lu · Junchi Yan |
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Poster
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Robust Multivariate Time-Series Forecasting: Adversarial Attacks and Defense Mechanisms Linbo Liu · Youngsuk Park · Nghia Hoang · Hilaf Hasson · Jun Huan |
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Poster
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Wed 2:30 |
Diversify and Disambiguate: Out-of-Distribution Robustness via Disagreement Yoonho Lee · Huaxiu Yao · Chelsea Finn |
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Poster
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Wed 2:30 |
Understanding The Robustness of Self-supervised Learning Through Topic Modeling Zeping Luo · Shiyou Wu · Cindy Weng · Mo Zhou · Rong Ge |
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Poster
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Provable Robustness against Wasserstein Distribution Shifts via Input Randomization Aounon Kumar · Alexander Levine · Tom Goldstein · Soheil Feizi |
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Poster
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Mon 7:30 |
Temporal Coherent Test Time Optimization for Robust Video Classification Chenyu Yi · SIYUAN YANG · Yufei Wang · Haoliang Li · Yap-peng Tan · Alex Kot |
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Poster
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Mon 7:30 |
Exploring and Exploiting Decision Boundary Dynamics for Adversarial Robustness Yuancheng Xu · Yanchao Sun · Micah Goldblum · Tom Goldstein · Furong Huang |
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Poster
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Distributionally Robust Recourse Action Duy Nguyen · Ngoc Bui · Viet Anh Nguyen |