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230 Results
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Poster
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Tue 15:30 |
Correct-N-Contrast: a Contrastive Approach for Improving Robustness to Spurious Correlations Michael Zhang · Nimit Sohoni · Hongyang Zhang · Chelsea Finn · Christopher Re |
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Spotlight
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Tue 8:30 |
Evaluating the Adversarial Robustness of Adaptive Test-time Defenses Francesco Croce · Sven Gowal · Thomas Brunner · Evan Shelhamer · Matthias Hein · Taylan Cemgil |
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Poster
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Thu 15:00 |
Fairness with Adaptive Weights Junyi Chai · Xiaoqian Wang |
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Poster
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Wed 15:30 |
Modeling Adversarial Noise for Adversarial Training Dawei Zhou · Nannan Wang · Bo Han · Tongliang Liu |
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Spotlight
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Wed 10:45 |
Adversarial Vulnerability of Randomized Ensembles Hassan Dbouk · Naresh Shanbhag |
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Spotlight
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Tue 8:35 |
On the Generalization Analysis of Adversarial Learning Waleed Mustafa · Yunwen Lei · Marius Kloft |
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Poster
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Tue 15:30 |
Double Sampling Randomized Smoothing Linyi Li · Jiawei Zhang · Tao Xie · Bo Li |
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Spotlight
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Tue 8:45 |
On Collective Robustness of Bagging Against Data Poisoning Ruoxin Chen · Zenan Li · Jie Li · Junchi Yan · Chentao Wu |
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Poster
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Thu 15:00 |
Robust Deep Reinforcement Learning through Bootstrapped Opportunistic Curriculum Junlin Wu · Yevgeniy Vorobeychik |
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Poster
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Tue 15:30 |
Robust Models Are More Interpretable Because Attributions Look Normal Zifan Wang · Matt Fredrikson · Anupam Datta |
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Poster
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Tue 15:30 |
Hindering Adversarial Attacks with Implicit Neural Representations Andrei A Rusu · Dan Andrei Calian · Sven Gowal · Raia Hadsell |
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Spotlight
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Thu 7:30 |
Blurs Behave Like Ensembles: Spatial Smoothings to Improve Accuracy, Uncertainty, and Robustness Namuk Park · Songkuk Kim |