label shift

ELSA: Efficient Label Shift Adaptation through the Lens of Semiparametric Models ICML 2023 Generative Calibration for In-context Learning EMNLP 2023 Label Shift Adapter for Test-Time Adaptation under Covariate and Label Shifts ICCV 2023 Mind the Label Shift of Augmentation-Based Graph OOD Generalization CVPR 2023 MOT: Masked Optimal Transport for Partial Domain Adaptation CVPR 2023 On the Need for a Language Describing Distribution Shifts: Illustrations on Tabular Datasets NeurIPS 2023 RLSbench: Domain Adaptation Under Relaxed Label Shift ICML 2023 UDAMA: Unsupervised Domain Adaptation through Multi-discriminator Adversarial Training with Noisy Labels Improves Cardio-fitness Prediction MLHC 2023 Domain Adaptation under Open Set Label Shift NeurIPS 2022 Estimating and Explaining Model Performance When Both Covariates and Labels Shift NeurIPS 2022 Is Importance Weighting Incompatible with Interpolating Classifiers? ICLR 2022 Mapping conditional distributions for domain adaptation under generalized target shift ICLR 2022 Minimax optimal approaches to the label shift problem in non-parametric settings JMLR 2022 Undoing the Damage of Label Shift for Cross-Domain Semantic Segmentation CVPR 2022 Active Learning under Label Shift AISTATS 2021 Adversarial Unsupervised Domain Adaptation With Conditional and Label Shift: Infer, Align and Iterate ICCV 2021 Coping with Label Shift via Distributionally Robust Optimisation ICLR 2021 Deep Co-Training With Task Decomposition for Semi-Supervised Domain Adaptation ICCV 2021 Disentangling Label Distribution for Long-Tailed Visual Recognition CVPR 2021 Distribution-free uncertainty quantification for classification under label shift UAI 2021 Domain Generalization under Conditional and Label Shifts via Variational Bayesian Inference IJCAI 2021 LAMDA: Label Matching Deep Domain Adaptation ICML 2021 Most: multi-source domain adaptation via optimal transport for student-teacher learning UAI 2021 Multi-task Learning by Leveraging the Semantic Information AAAI 2021 Online Adaptation to Label Distribution Shift NeurIPS 2021