Search All 2022 Events
 

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Poster
Thu 14:00 Towards Improving Calibration in Object Detection Under Domain Shift
Muhammad Akhtar Munir · Muhammad Haris Khan · M. Sarfraz · Mohsen Ali
Competition
Thu 4:50 Transfer Learning Award: Team SI Analytics - Domain Generalization Strategy to Train Classifiers Robust to Spatial-Temporal Shift
Yeji Choi
Poster
Wed 14:00 Robust Calibration with Multi-domain Temperature Scaling
Yaodong Yu · Stephen Bates · Yi Ma · Michael Jordan
Workshop
CLIFT : Analysing Natural Distribution Shift on Question Answering Models in Clinical Domain
Ankit Pal
Workshop
Covariate Shift Detection via Domain Interpolation Sensitivity
Tejas Gokhale · Joshua Feinglass · 'YZ' Yezhou Yang
Poster
Wed 9:00 Invariant and Transportable Representations for Anti-Causal Domain Shifts
Yibo Jiang · Victor Veitch
Poster
Thu 9:00 Domain Adaptation under Open Set Label Shift
Saurabh Garg · Sivaraman Balakrishnan · Zachary Lipton
Poster
Wed 9:00 ORIENT: Submodular Mutual Information Measures for Data Subset Selection under Distribution Shift
Athresh Karanam · Krishnateja Killamsetty · Harsha Kokel · Rishabh Iyer
Workshop
Shift-Robust Node Classification via Graph Clustering Co-training
Qi Zhu · Chao Zhang · Chanyoung Park · Carl Yang · Jiawei Han
Poster
Tue 14:00 Anticipating Performativity by Predicting from Predictions
Celestine Mendler-Dünner · Frances Ding · Yixin Wang
Poster
Wed 14:00 Domain Adaptation meets Individual Fairness. And they get along.
Debarghya Mukherjee · Felix Petersen · Mikhail Yurochkin · Yuekai Sun
Poster
Mix and Reason: Reasoning over Semantic Topology with Data Mixing for Domain Generalization
Chaoqi Chen · Luyao Tang · Feng Liu · Gangming Zhao · Yue Huang · Yizhou Yu