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Poster
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Wed 11:00
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Diffusion-based Layer-wise Semantic Reconstruction for Unsupervised Out-of-Distribution Detection
Ying Yang · De Cheng · Chaowei Fang · Yubiao Wang · Changzhe Jiao · Lechao Cheng · Nannan Wang · Xinbo Gao
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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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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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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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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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Workshop
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Sun 11:20
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Hiding in a Plain Sight: Out-of-Distribution Data in the Logit Space Embeddings
Vangjush Komini · Sarunas Girdzijauskas
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Affinity Event
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Tue 14:10
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Anomaly Detection In The Wild: Can SSL Handle Strong Distribution Imbalances?
Daniel Otero · Rafael Mateus
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Workshop
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Anomaly Detection In The Wild: Can SSL Handle Strong Distribution Imbalances?
Daniel Otero · Rafael Mateus · Randall Balestriero
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Affinity Event
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Anomaly Detection In The Wild: Can SSL Handle Strong Distribution Imbalances?
Daniel Otero · Rafael Mateus · Randall Balestriero
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