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Poster
Multi-Instance Causal Representation Learning for Instance Label Prediction and Out-of-Distribution Generalization
Weijia Zhang · Xuanhui Zhang · hanwen deng · Min-Ling Zhang
Poster
Thu 9:00 Invariance Learning based on Label Hierarchy
Shoji Toyota · Kenji Fukumizu
Poster
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
Poster
Thu 14:00 Generative multitask learning mitigates target-causing confounding
Taro Makino · Krzysztof Geras · Kyunghyun Cho
Poster
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
Poster
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
Workshop
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
Poster
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
Poster
Tue 14:00 GAPX: Generalized Autoregressive Paraphrase-Identification X
Yifei Zhou · Renyu Li · Hayden Housen · Ser Nam Lim
Workshop
What 'Out-of-distribution' Is and Is Not
Sebastian Farquhar · Yarin Gal
Workshop
Domain-Adjusted Regression or: ERM May Already Learn Features Sufficient for Out-of-Distribution Generalization
Elan Rosenfeld · Pradeep Ravikumar · Andrej Risteski
Workshop
Sat 11:30 Andrew Gordon Wilson: When Bayesian Orthodoxy Can Go Wrong: Model Selection and Out-of-Distribution Generalization
Andrew Gordon Wilson