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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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Workshop
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Sun 11:20
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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
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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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softmax is not enough (for sharp out-of-distribution)
Petar Veličković · Christos Perivolaropoulos · Federico Barbero · Razvan Pascanu
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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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Fri 16:30
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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
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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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Wed 11:00
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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
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Reconstruct and Match: Out-of-Distribution Robustness via Topological Homogeneity
Chaoqi Chen · Luyao Tang · Hui Huang
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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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Thu 16:30
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Out-of-Distribution Detection with a Single Unconditional Diffusion Model
Alvin Heng · alexandre thiery · Harold Soh
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