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Poster
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Thu 9:00 |
Domain-Robust Visual Imitation Learning with Mutual Information Constraints Edoardo Cetin · Oya Celiktutan |
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Poster
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Tue 17:00 |
Drop-Bottleneck: Learning Discrete Compressed Representation for Noise-Robust Exploration Jaekyeom Kim · Minjung Kim · Dongyeon Woo · Gunhee Kim |
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Workshop
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High-Robustness, Low-Transferability Fingerprinting of Neural Networks Siyue Wang |
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Workshop
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Byzantine-Robust and Privacy-Preserving Framework for FedML Seyedeh Hanieh Hashemi |
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Spotlight
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Wed 20:30 |
Towards Robustness Against Natural Language Word Substitutions Xinshuai Dong · Anh Tuan Luu · Rongrong Ji · Hong Liu |
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Spotlight
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Mon 4:40 |
How Benign is Benign Overfitting ? Amartya Sanyal · Puneet Dokania · Varun Kanade · Philip Torr |
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Spotlight
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Tue 11:30 |
How Does Mixup Help With Robustness and Generalization? Linjun Zhang · Zhun Deng · Kenji Kawaguchi · Amirata Ghorbani · James Zou |
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Poster
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Thu 17:00 |
ARMOURED: Adversarially Robust MOdels using Unlabeled data by REgularizing Diversity Kangkang Lu · Cuong Nguyen · Xun Xu · Kiran Chari · Yu Jing Goh · Chuan-Sheng Foo |
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Spotlight
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Wed 5:25 |
Tent: Fully Test-Time Adaptation by Entropy Minimization Dequan Wang · Evan Shelhamer · Shaoteng Liu · Bruno Olshausen · trevor darrell |
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Poster
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Thu 1:00 |
Certify or Predict: Boosting Certified Robustness with Compositional Architectures Mark Niklas Müller · Mislav Balunovic · Martin Vechev |
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Poster
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Wed 1:00 |
Robust Learning of Fixed-Structure Bayesian Networks in Nearly-Linear Time Yu Cheng · Honghao Lin |
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Spotlight
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Mon 20:28 |
Fast Geometric Projections for Local Robustness Certification Aymeric Fromherz · Klas Leino · Matt Fredrikson · Bryan Parno · Corina Pasareanu |