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278 Results
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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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Wed 14:00 |
Probable Domain Generalization via Quantile Risk Minimization Cian Eastwood · Alexander Robey · Shashank Singh · Julius von Kügelgen · Hamed Hassani · George J. Pappas · Bernhard Schölkopf |
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Poster
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Tue 9:00 |
UQGAN: A Unified Model for Uncertainty Quantification of Deep Classifiers trained via Conditional GANs Philipp Oberdiek · Gernot Fink · Matthias Rottmann |
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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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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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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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Tue 9:00 |
Evaluating Out-of-Distribution Performance on Document Image Classifiers Stefan Larson · Yi Yang Gordon Lim · Yutong Ai · David Kuang · Kevin Leach |
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Poster
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Improving Out-of-Distribution Generalization by Adversarial Training with Structured Priors Qixun Wang · Yifei Wang · Hong Zhu · Yisen Wang |
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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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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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Tue 14:00 |
GOOD: A Graph Out-of-Distribution Benchmark Shurui Gui · Xiner Li · Limei Wang · Shuiwang Ji |
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Poster
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Thu 14:00 |
Generative multitask learning mitigates target-causing confounding Taro Makino · Krzysztof Geras · Kyunghyun Cho |