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72 Results
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Poster
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Fri 11:00 |
Changing the Training Data Distribution to Reduce Simplicity Bias Improves In-distribution Generalization Dang Nguyen · Paymon Haddad · Eric Gan · Baharan Mirzasoleiman |
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Workshop
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Rule Extrapolation in Language Models: A Study of Compositional Generalization on OOD Prompts Anna Mészáros · Szilvia Ujváry · Wieland Brendel · Patrik Reizinger · Ferenc Huszar |
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Workshop
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softmax is not enough (for sharp out-of-distribution) Petar Veličković · Christos Perivolaropoulos · Federico Barbero · Razvan Pascanu |
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Workshop
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Sun 10:50 |
Christos Perivolaropoulos: Softmax is not enough (for sharp out-of-distribution) Petar Veličković · Christos Perivolaropoulos · Federico Barbero · Razvan Pascanu |
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Workshop
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Sun 11:20 |
softmax is not enough (for sharp out-of-distribution) Petar Veličković · Christos Perivolaropoulos · Federico Barbero · Razvan Pascanu |
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Poster
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Fri 16:30 |
Rethinking the Evaluation of Out-of-Distribution Detection: A Sorites Paradox Xingming Long · Jie Zhang · Shiguang Shan · Xilin Chen |
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Poster
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Fri 11:00 |
Learning to Shape In-distribution Feature Space for Out-of-distribution Detection Yonggang Zhang · Jie Lu · Bo Peng · Zhen Fang · Yiu-ming Cheung |
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Poster
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Fri 11:00 |
Benchmarking Out-of-Distribution Generalization Capabilities of DNN-based Encoding Models for the Ventral Visual Cortex. Spandan Madan · Will Xiao · Mingran Cao · Hanspeter Pfister · Margaret Livingstone · Gabriel Kreiman |
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Poster
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Wed 11:00 |
The Best of Both Worlds: On the Dilemma of Out-of-distribution Detection Qingyang Zhang · Qiuxuan Feng · Joey Tianyi Zhou · Yatao Bian · Qinghua Hu · Changqing Zhang |
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Workshop
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Efficient Local Unlearning for Gaussian Processes with Out-of-Distribution Data Juliusz Ziomek · Ilija Bogunovic |
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Poster
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Wed 11:00 |
Reconstruct and Match: Out-of-Distribution Robustness via Topological Homogeneity Chaoqi Chen · Luyao Tang · Hui Huang |
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Workshop
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Sun 11:20 |
Hiding in a Plain Sight: Out-of-Distribution Data in the Logit Space Embeddings Vangjush Komini · Sarunas Girdzijauskas |