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Poster
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Tue 14:00 |
Out-of-Distribution Detection with An Adaptive Likelihood Ratio on Informative Hierarchical VAE Yewen Li · Chaojie Wang · Xiaobo Xia · Tongliang Liu · xin miao · Bo An |
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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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Wed 9:00 |
Iterative Feature Matching: Toward Provable Domain Generalization with Logarithmic Environments Yining Chen · Elan Rosenfeld · Mark Sellke · Tengyu Ma · Andrej Risteski |
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Poster
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Wed 14:00 |
Environment Diversification with Multi-head Neural Network for Invariant Learning Bo-Wei Huang · Keng-Te Liao · Chang-Sheng Kao · Shou-De Lin |
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Poster
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Functional Indirection Neural Estimator for Better Out-of-distribution Generalization Kha Pham · Thai Hung Le · Man Ngo · Truyen Tran |
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Poster
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Tue 9:00 |
Provably Adversarially Robust Detection of Out-of-Distribution Data (Almost) for Free Alexander Meinke · Julian Bitterwolf · Matthias Hein |
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Poster
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Thu 9:00 |
Invariance Learning based on Label Hierarchy Shoji Toyota · Kenji Fukumizu |
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Poster
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Out-of-Distribution Detection via Conditional Kernel Independence Model Yu Wang · Jingjing Zou · Jingyang Lin · Qing Ling · Yingwei Pan · Ting Yao · Tao Mei |
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Poster
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Thu 14:00 |
Improving Multi-Task Generalization via Regularizing Spurious Correlation Ziniu Hu · Zhe Zhao · Xinyang Yi · Tiansheng Yao · Lichan Hong · Yizhou Sun · Ed Chi |
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Poster
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Thu 14:00 |
Diverse Weight Averaging for Out-of-Distribution Generalization Alexandre Rame · Matthieu Kirchmeyer · Thibaud Rahier · Alain Rakotomamonjy · Patrick Gallinari · Matthieu Cord |
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Poster
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Thu 9:00 |
Bidirectional Learning for Offline Infinite-width Model-based Optimization Can Chen · Yingxueff Zhang · Jie Fu · Xue (Steve) Liu · Mark Coates |
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Poster
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Tue 9:00 |
Evaluating Out-of-Distribution Performance on Document Image Classifiers Stefan Larson · Yi Yang Gordon Lim · Yutong Ai · David Kuang · Kevin Leach |