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82 Results
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Poster
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Tue 2:30 |
Distributionally Robust Models with Parametric Likelihood Ratios Paul Michel · Tatsunori Hashimoto · Graham Neubig |
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Poster
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Mon 10:30 |
CROP: Certifying Robust Policies for Reinforcement Learning through Functional Smoothing Fan Wu · Linyi Li · Zijian Huang · Yevgeniy Vorobeychik · DING ZHAO · Bo Li |
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Poster
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Mon 2:30 |
Boosting the Certified Robustness of L-infinity Distance Nets Bohang Zhang · Du Jiang · Di He · Liwei Wang |
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Poster
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Wed 2:30 |
Complete Verification via Multi-Neuron Relaxation Guided Branch-and-Bound Claudio Ferrari · Mark N Müller · Nikola Jovanović · Martin Vechev |
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Spotlight
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Thu 10:30 |
Fairness in Representation for Multilingual NLP: Insights from Controlled Experiments on Conditional Language Modeling Ada Wan |
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Poster
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Tue 2:30 |
Self-ensemble Adversarial Training for Improved Robustness Hongjun Wang · Yisen Wang |
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Poster
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Thu 18:30 |
Adversarial Robustness Through the Lens of Causality Yonggang Zhang · Mingming Gong · Tongliang Liu · Gang Niu · Xinmei Tian · Bo Han · Bernhard Schoelkopf · Kun Zhang |
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Spotlight
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Thu 10:30 |
Boosting Randomized Smoothing with Variance Reduced Classifiers Miklós Horváth · Mark N Müller · Marc Fischer · Martin Vechev |
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Poster
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Thu 10:30 |
Optimization and Adaptive Generalization of Three layer Neural Networks Khashayar Gatmiry · Stefanie Jegelka · Jonathan Kelner |
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Poster
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Tue 10:30 |
Discrete Representations Strengthen Vision Transformer Robustness Chengzhi Mao · Lu Jiang · Mostafa Dehghani · Carl Vondrick · Rahul Sukthankar · Irfan Essa |
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Poster
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Tue 10:30 |
Almost Tight L0-norm Certified Robustness of Top-k Predictions against Adversarial Perturbations Jinyuan Jia · Binghui Wang · Xiaoyu Cao · Hongbin Liu · Neil Gong |
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Poster
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Mon 10:30 |
COPA: Certifying Robust Policies for Offline Reinforcement Learning against Poisoning Attacks Fan Wu · Linyi Li · Huan Zhang · Bhavya Kailkhura · Krishnaram Kenthapadi · DING ZHAO · Bo Li |