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15 Results
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Poster
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Tue 9:00 |
OpenOOD: Benchmarking Generalized Out-of-Distribution Detection Jingkang Yang · Pengyun Wang · Dejian Zou · Zitang Zhou · Kunyuan Ding · WENXUAN PENG · Haoqi Wang · Guangyao Chen · Bo Li · Yiyou Sun · Xuefeng Du · Kaiyang Zhou · Wayne Zhang · Dan Hendrycks · Yixuan Li · Ziwei Liu |
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Poster
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Thu 9:00 |
3DOS: Towards 3D Open Set Learning - Benchmarking and Understanding Semantic Novelty Detection on Point Clouds Antonio Alliegro · Francesco Cappio Borlino · Tatiana Tommasi |
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Poster
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OOD Link Prediction Generalization Capabilities of Message-Passing GNNs in Larger Test Graphs Yangze Zhou · Gitta Kutyniok · Bruno Ribeiro |
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Poster
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LOG: Active Model Adaptation for Label-Efficient OOD Generalization Jie-Jing Shao · Lan-Zhe Guo · Xiao-wen Yang · Yu-Feng Li |
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Poster
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Wed 14:00 |
Beyond Mahalanobis Distance for Textual OOD Detection Pierre Colombo · Eduardo Dadalto · Guillaume Staerman · Nathan Noiry · Pablo Piantanida |
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Poster
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ViewFool: Evaluating the Robustness of Visual Recognition to Adversarial Viewpoints Yinpeng Dong · Shouwei Ruan · Hang Su · Caixin Kang · Xingxing Wei · Jun Zhu |
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Poster
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Tue 14:00 |
Models Out of Line: A Fourier Lens on Distribution Shift Robustness Sara Fridovich-Keil · Brian Bartoldson · James Diffenderfer · Bhavya Kailkhura · Timo Bremer |
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Poster
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A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models Yuanxin Liu · Fandong Meng · Zheng Lin · Jiangnan Li · Peng Fu · Yanan Cao · Weiping Wang · Jie Zhou |
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Poster
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Thu 9:00 |
Measures of Information Reflect Memorization Patterns Rachit Bansal · Danish Pruthi · Yonatan Belinkov |
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Poster
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Wed 14:00 |
GraphDE: A Generative Framework for Debiased Learning and Out-of-Distribution Detection on Graphs Zenan Li · Qitian Wu · Fan Nie · Junchi Yan |
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Poster
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Thu 9:00 |
Watermarking for Out-of-distribution Detection Qizhou Wang · Feng Liu · Yonggang Zhang · Jing Zhang · Chen Gong · Tongliang Liu · Bo Han |
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Workshop
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Covariate Shift Detection via Domain Interpolation Sensitivity Tejas Gokhale · Joshua Feinglass · 'YZ' Yezhou Yang |