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Workshop
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RODEO: Robust Out-of-distribution Detection via Exposing Adaptive Outliers
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Poster
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Tue 14:00
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Adversarially Robust PAC Learnability of Real-Valued Functions
Idan Attias · Steve Hanneke
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Poster
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Wed 17:00
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Stratified Adversarial Robustness with Rejection
Jiefeng Chen · Jayaram Raghuram · Jihye Choi · Xi Wu · Yingyiu Liang · Somesh Jha
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Workshop
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Shrink & Cert: Bi-level Optimization for Certified Robustness
Kavya Gupta · Sagar Verma
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Workshop
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Scoring Black-Box Models for Adversarial Robustness
Jian Vora · Pranay Reddy Samala
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Workshop
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Mathematical Theory of Adversarial Deep Learning
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Poster
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Thu 16:30
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Eliminating Adversarial Noise via Information Discard and Robust Representation Restoration
Dawei Zhou · Yukun Chen · Nannan Wang · Decheng Liu · Xinbo Gao · Tongliang Liu
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Workshop
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Rethinking Robust Contrastive Learning from the Adversarial Perspective
Fatemeh Ghofrani · Mehdi Yaghouti · Pooyan Jamshidi
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Poster
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Tue 14:00
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Phase-aware Adversarial Defense for Improving Adversarial Robustness
Dawei Zhou · Nannan Wang · Heng Yang · Xinbo Gao · Tongliang Liu
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Workshop
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How Can Neuroscience Help Us Build More Robust Deep Neural Networks?
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Workshop
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When Can Linear Learners be Robust to Indiscriminate Poisoning Attacks?
Fnu Suya · Xiao Zhang · Yuan Tian · David Evans
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Workshop
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Robust Semantic Segmentation: Strong Adversarial Attacks and Fast Training of Robust Models
Francesco Croce · Naman Singh · Matthias Hein
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