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107 Results
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Workshop
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Out-of-Distribution Robustness via Targeted Augmentations Irena Gao · Shiori Sagawa · Pang Wei Koh · Tatsunori Hashimoto · Percy Liang |
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Poster
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Thu 14:00 |
Generative multitask learning mitigates target-causing confounding Taro Makino · Krzysztof Geras · Kyunghyun Cho |
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Poster
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Tue 9:00 |
Provably Adversarially Robust Detection of Out-of-Distribution Data (Almost) for Free Alexander Meinke · Julian Bitterwolf · Matthias Hein |
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Poster
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Your Out-of-Distribution Detection Method is Not Robust! Mohammad Azizmalayeri · Arshia Soltani Moakhar · Arman Zarei · Reihaneh Zohrabi · Mohammad Manzuri · Mohammad Hossein Rohban |
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Workshop
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What 'Out-of-distribution' Is and Is Not Sebastian Farquhar · Yarin Gal |
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Poster
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Thu 9:00 |
Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models Manli Shu · Weili Nie · De-An Huang · Zhiding Yu · Tom Goldstein · Anima Anandkumar · Chaowei Xiao |
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Poster
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Tue 14:00 |
Agreement-on-the-line: Predicting the Performance of Neural Networks under Distribution Shift Christina Baek · Yiding Jiang · Aditi Raghunathan · J. Zico Kolter |
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Poster
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Thu 9:00 |
Assaying Out-Of-Distribution Generalization in Transfer Learning Florian Wenzel · Andrea Dittadi · Peter Gehler · Carl-Johann Simon-Gabriel · Max Horn · Dominik Zietlow · David Kernert · Chris Russell · Thomas Brox · Bernt Schiele · Bernhard Schölkopf · Francesco Locatello |
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Poster
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Improving Out-of-Distribution Generalization by Adversarial Training with Structured Priors Qixun Wang · Yifei Wang · Hong Zhu · Yisen Wang |
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Workshop
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Out-of-Distribution Generalization Challenge in Dialog State Tracking Jiasheng Ye · Yawen Ouyang · Zhen Wu · Xinyu Dai |
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Poster
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RankFeat: Rank-1 Feature Removal for Out-of-distribution Detection Yue Song · Nicu Sebe · Wei Wang |
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Poster
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Density-driven Regularization for Out-of-distribution Detection Wenjian Huang · Hao Wang · Jiahao Xia · Chengyan Wang · Jianguo Zhang |