conftrace_

label shift

53 papers

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Co-occurring keywords

domain adaptation (4595) distribution shift (722) transfer learning (5449) covariate shift (157) adversarial learning (1595) domain generalization (1522) distribution alignment (124) invariant representation (65) label distribution (60) distribution matching (127)

Papers

Mind the Label Shift of Augmentation-Based Graph OOD Generalization CVPR 2023
Estimating and Explaining Model Performance When Both Covariates and Labels Shift NIPS 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
Domain Adaptation under Open Set Label Shift NIPS 2022
Most: multi-source domain adaptation via optimal transport for student-teacher learning UAI 2021
Robust Domain Adaptation: Representations, Weights and Inductive Bias (Extended Abstract) IJCAI 2021
Deep Co-Training With Task Decomposition for Semi-Supervised Domain Adaptation ICCV 2021
Disentangling Label Distribution for Long-Tailed Visual Recognition CVPR 2021
Domain Generalization under Conditional and Label Shifts via Variational Bayesian Inference IJCAI 2021
LAMDA: Label Matching Deep Domain Adaptation ICML 2021
Adversarial Unsupervised Domain Adaptation With Conditional and Label Shift: Infer, Align and Iterate ICCV 2021
TIDOT: A Teacher Imitation Learning Approach for Domain Adaptation with Optimal Transport IJCAI 2021
Multi-task Learning by Leveraging the Semantic Information AAAI 2021
Active Learning under Label Shift AISTATS 2021
Distribution-free uncertainty quantification for classification under label shift UAI 2021
Online Adaptation to Label Distribution Shift NIPS 2021
LTF: A Label Transformation Framework for Correcting Label Shift ICML 2020
Maximum Likelihood with Bias-Corrected Calibration is Hard-To-Beat at Label Shift Adaptation ICML 2020
Domain Adaptation with Conditional Distribution Matching and Generalized Label Shift NIPS 2020
On the limits of cross-domain generalization in automated X-ray prediction MIDL 2020
A Unified View of Label Shift Estimation NIPS 2020
Universal Domain Adaptation CVPR 2019
Domain Adaptation with Asymmetrically-Relaxed Distribution Alignment ICML 2019
On Target Shift in Adversarial Domain Adaptation AISTATS 2019