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103 Results
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Poster
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Wed 1:00 |
Byzantine-Resilient Non-Convex Stochastic Gradient Descent Zeyuan Allen-Zhu · Faeze Ebrahimianghazani · Jerry Li · Dan Alistarh |
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Poster
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Wed 9:00 |
Orthogonalizing Convolutional Layers with the Cayley Transform Asher Trockman · Zico Kolter |
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Poster
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Thu 9:00 |
BREEDS: Benchmarks for Subpopulation Shift Shibani Santurkar · Dimitris Tsipras · Aleksander Madry |
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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 |
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Poster
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Tue 9:00 |
Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning Beliz Gunel · Jingfei Du · Alexis Conneau · Veselin Stoyanov |
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Poster
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Thu 1:00 |
Repurposing Pretrained Models for Robust Out-of-domain Few-Shot Learning Namyeong Kwon · Hwidong Na · Gabriel Huang · Simon Lacoste-Julien |
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Poster
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Mon 1:00 |
Does enhanced shape bias improve neural network robustness to common corruptions? Chaithanya Kumar Mummadi · Ranjitha Subramaniam · Robin Hutmacher · Julien Vitay · Volker Fischer · Jan Hendrik Metzen |
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Poster
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Thu 17:00 |
Stochastic Security: Adversarial Defense Using Long-Run Dynamics of Energy-Based Models Mitchell Hill · Jonathan Mitchell · Song-Chun Zhu |
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Poster
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Wed 17:00 |
CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers Shiyang Li · Semih Yavuz · Kazuma Hashimoto · Jia Li · Tong Niu · Nazneen Rajani · Xifeng Yan · Yingbo Zhou · Caiming Xiong |
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Poster
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Wed 9:00 |
Modeling the Second Player in Distributionally Robust Optimization Paul Michel · Tatsunori Hashimoto · Graham Neubig |
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Poster
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Tue 17:00 |
A Hypergradient Approach to Robust Regression without Correspondence Yujia Xie · Yixiu Mao · Simiao Zuo · Hongteng Xu · Xiaojing Ye · Tuo Zhao · Hongyuan Zha |
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Poster
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Wed 9:00 |
Provably robust classification of adversarial examples with detection Fatemeh Sheikholeslami · Ali Lotfi · Zico Kolter |