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82 Results
Poster
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Multi-Instance Causal Representation Learning for Instance Label Prediction and Out-of-Distribution Generalization Weijia Zhang · Xuanhui Zhang · hanwen deng · Min-Ling Zhang |
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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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Thu 9:00 |
Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models Manli Shu · Weili Nie · De-An Huang · Zhiding Yu · Tom Goldstein · Anima Anandkumar · Chaowei Xiao |
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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 |
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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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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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Workshop
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Empirical Study on Optimizer Selection for Out-of-Distribution Generalization Hiroki Naganuma · Kartik Ahuja · Ioannis Mitliagkas · Shiro Takagi · Tetsuya Motokawa · Rio Yokota · Kohta Ishikawa · Ikuro Sato |
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Poster
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Tue 14:00 |
Towards Out-of-Distribution Sequential Event Prediction: A Causal Treatment Chenxiao Yang · Qitian Wu · Qingsong Wen · Zhiqiang Zhou · Liang Sun · Junchi Yan |
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Poster
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Tue 14:00 |
GAPX: Generalized Autoregressive Paraphrase-Identification X Yifei Zhou · Renyu Li · Hayden Housen · Ser Nam Lim |
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Workshop
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What 'Out-of-distribution' Is and Is Not Sebastian Farquhar · Yarin Gal |
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Workshop
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Domain-Adjusted Regression or: ERM May Already Learn Features Sufficient for Out-of-Distribution Generalization Elan Rosenfeld · Pradeep Ravikumar · Andrej Risteski |
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Workshop
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Sat 11:30 |
Andrew Gordon Wilson: When Bayesian Orthodoxy Can Go Wrong: Model Selection and Out-of-Distribution Generalization Andrew Gordon Wilson |