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Tutorial
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Tue 13:30
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Out-of-Distribution Generalization: Shortcuts, Spuriousness, and Stability
Maggie Makar · Aahlad Manas Puli · Yoav Wald
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Poster
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Thu 11:00
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Bridging Multicalibration and Out-of-distribution Generalization Beyond Covariate Shift
Jiayun Wu · Jiashuo Liu · Peng Cui · Steven Wu
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Poster
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Wed 16:30
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AHA: Human-Assisted Out-of-Distribution Generalization and Detection
Haoyue Bai · Jifan Zhang · Robert Nowak
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Workshop
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Benign Overfitting in Out-of-Distribution Generalization of Linear Models
Shange Tang · Jiayun Wu · Jianqing Fan · Chi Jin
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Poster
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Wed 16:30
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Vision Transformer Neural Architecture Search for Out-of-Distribution Generalization: Benchmark and Insights
Sy-Tuyen Ho · Tuan Van Vo · Somayeh Ebrahimkhani · Ngai-Man (Man) Cheung
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Workshop
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Improving out-of-distribution generalization by mimicking the human visual diet.
Spandan Madan · You Li · Mengmi Zhang · Hanspeter Pfister · Gabriel Kreiman
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Poster
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Fri 11:00
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What Variables Affect Out-of-Distribution Generalization in Pretrained Models?
Md Yousuf Harun · Kyungbok Lee · Gianmarco Gallardo · Giri Krishnan · Christopher Kanan
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Poster
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Thu 11:00
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Neural Collapse Inspired Feature Alignment for Out-of-Distribution Generalization
Zhikang Chen · Min Zhang · Sen Cui · Haoxuan Li · Gang Niu · Mingming Gong · Changshui Zhang · Kun Zhang
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Workshop
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Sun 9:20
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Lightning Talk: softmax is not enough (for sharp out-of-distribution)
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Poster
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Wed 16:30
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FOOGD: Federated Collaboration for Both Out-of-distribution Generalization and Detection
Xinting Liao · Weiming Liu · Pengyang Zhou · Fengyuan Yu · Jiahe Xu · Jun Wang · Wenjie Wang · Chaochao Chen · Xiaolin Zheng
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Workshop
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Task-Relevant Covariance from Manifold Capacity Theory Improves Robustness in Deep Networks
William Yang · Chi-Ning Chou · SueYeon Chung
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Poster
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Thu 16:30
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EMGBench: Benchmarking Out-of-Distribution Generalization and Adaptation for Electromyography
Jehan Yang · Maxwell Soh · Vivianna Lieu · Douglas Weber · Zackory Erickson
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