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56 Results
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Poster
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Tue 15:15 |
Beyond Invariance: Test-Time Label-Shift Adaptation for Addressing "Spurious" Correlations Qingyao Sun · Kevin Murphy · Sayna Ebrahimi · Alexander D'Amour |
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Workshop
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Confidence-Based Model Selection: When to Take Shortcuts in Spurious Settings Annie Chen · Yoonho Lee · Amrith Setlur · Sergey Levine · Chelsea Finn |
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Workshop
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Robustness May be More Brittle than We Think under Different Degrees of Distribution Shifts Kaican Li · Yifan Zhang · Lanqing Hong · Zhenguo Li · Nevin L. Zhang |
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Workshop
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Understanding Insect Range Shifts with Out-of-distribution Detection Yuyan Chen · David Rolnick |
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Workshop
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(Un)certainty selection methods for Active Learning on Label Distributions James Spann · Christopher Homan |
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Workshop
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Turn Down the Noise: Leveraging Diffusion Models for Test-time Adaptation via Pseudo-label Ensembling Mrigank Raman · Rohan Shah · Akash Kannan · Pranit Chawla |
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Workshop
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Fri 11:45 |
Domain constraints improve risk prediction when outcome data is missing Sidhika Balachandar · Nikhil Garg · Emma Pierson |
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Workshop
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Online Feature Updates Improve Online (Generalized) Label Shift Adaptation Ruihan Wu · Siddhartha Datta · Yi Su · Dheeraj Baby · Yu-Xiang Wang · Kilian Weinberger |
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Workshop
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Channel Selection for Test-Time Adaptation Under Distribution Shift Pedro Vianna · Muawiz Chaudhary · An Tang · Guy Cloutier · Guy Wolf · Michael Eickenberg · Eugene Belilovsky |
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Poster
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Wed 15:00 |
Joint Learning of Label and Environment Causal Independence for Graph Out-of-Distribution Generalization Shurui Gui · Meng Liu · Xiner Li · Youzhi Luo · Shuiwang Ji |
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Poster
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Wed 15:00 |
Class-Distribution-Aware Pseudo-Labeling for Semi-Supervised Multi-Label Learning Ming-Kun Xie · Jiahao Xiao · Hao-Zhe Liu · Gang Niu · Masashi Sugiyama · Sheng-Jun Huang |
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Workshop
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Fri 11:55 |
OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection Jingyang Zhang · Jingkang Yang · Pengyun Wang · Haoqi Wang · Yueqian Lin · Haoran Zhang · Yiyou Sun · Xuefeng Du · Kaiyang Zhou · Wayne Zhang · Yixuan Li · Ziwei Liu · Yiran Chen · Hai Li |