distribution shift

Bayesian Invariant Risk Minimization CVPR 2022 Benchmarking the Covariate Shift Robustness of Open-world Intent Classification Approaches AACL 2022 Calibrated ensembles can mitigate accuracy tradeoffs under distribution shift UAI 2022 Causal Discovery in Heterogeneous Environments Under the Sparse Mechanism Shift Hypothesis NeurIPS 2022 Causally motivated multi-shortcut identification and removal NeurIPS 2022 Causally motivated shortcut removal using auxiliary labels AISTATS 2022 Channel Importance Matters in Few-Shot Image Classification ICML 2022 Context-Aware Drift Detection ICML 2022 Contrastive Adapters for Foundation Model Group Robustness NeurIPS 2022 DASCO: Dual-Generator Adversarial Support Constrained Offline Reinforcement Learning NeurIPS 2022 DASO: Distribution-Aware Semantics-Oriented Pseudo-Label for Imbalanced Semi-Supervised Learning CVPR 2022 Data Determines Distributional Robustness in Contrastive Language Image Pre-training (CLIP) ICML 2022 Data Distributional Properties Drive Emergent In-Context Learning in Transformers NeurIPS 2022 DDG-DA: Data Distribution Generation for Predictable Concept Drift Adaptation AAAI 2022 Deepchecks: A Library for Testing and Validating Machine Learning Models and Data JMLR 2022 Delving Deep Into the Generalization of Vision Transformers Under Distribution Shifts CVPR 2022 Delving Into the Estimation Shift of Batch Normalization in a Network CVPR 2022 Describing Differences between Text Distributions with Natural Language ICML 2022 Diagnosing failures of fairness transfer across distribution shift in real-world medical settings NeurIPS 2022 Distributionally Adaptive Meta Reinforcement Learning NeurIPS 2022 Distributionally Robust Models with Parametric Likelihood Ratios ICLR 2022 Diurnal or Nocturnal? Federated Learning of Multi-branch Networks from Periodically Shifting Distributions ICLR 2022 Diverse Weight Averaging for Out-of-Distribution Generalization NeurIPS 2022 Domain Adaptation meets Individual Fairness. And they get along. NeurIPS 2022 Domain Adaptation under Open Set Label Shift NeurIPS 2022