domain generalization

Causal Transportability for Visual Recognition CVPR 2022 Chasing the Tail with Domain Generalization: A Case Study on Frequency-Enriched Datasets AACL 2022 Cloning Outfits From Real-World Images to 3D Characters for Generalizable Person Re-Identification CVPR 2022 Closing the Generalization Gap of Cross-Silo Federated Medical Image Segmentation CVPR 2022 COCOA: Context-Conditional Adaptation for Recognizing Unseen Classes in Unseen Domains WACV 2022 Combining Diverse Feature Priors ICML 2022 Comparison Knowledge Translation for Generalizable Image Classification IJCAI 2022 Compound Domain Generalization via Meta-Knowledge Encoding CVPR 2022 Conditional Prompt Learning for Vision-Language Models CVPR 2022 ConFeSS: A Framework for Single Source Cross-Domain Few-Shot Learning ICLR 2022 CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning ACL 2022 Correct-N-Contrast: a Contrastive Approach for Improving Robustness to Spurious Correlations ICML 2022 Counterfactual Transportability: A Formal Approach ICML 2022 Cross-Domain Empirical Risk Minimization for Unbiased Long-Tailed Classification AAAI 2022 Cross-Domain Few-Shot Learning With Task-Specific Adapters CVPR 2022 CrossMatch: Cross-Classifier Consistency Regularization for Open-Set Single Domain Generalization ICLR 2022 Debiased Batch Normalization via Gaussian Process for Generalizable Person Re-identification AAAI 2022 Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective COLING 2022 Defending Against Image Corruptions Through Adversarial Augmentations ICLR 2022 Detecting Deepfakes With Self-Blended Images CVPR 2022 Diagnosing failures of fairness transfer across distribution shift in real-world medical settings NeurIPS 2022 DIRL: Domain-Invariant Representation Learning for Generalizable Semantic Segmentation AAAI 2022 Discrete Representations Strengthen Vision Transformer Robustness ICLR 2022 Disentangling the Impacts of Language and Channel Variability on Speech Separation Networks Interspeech 2022 Distributionally Robust Finetuning BERT for Covariate Drift in Spoken Language Understanding ACL 2022