Domain Generalization

On Feature Learning in the Presence of Spurious Correlations NeurIPS 2022 On Generalizing Beyond Domains in Cross-Domain Continual Learning CVPR 2022 On Length Divergence Bias in Textual Matching Models ACL 2022 On the effectiveness of adversarial training against common corruptions UAI 2022 On the Limits of Evaluating Embodied Agent Model Generalization Using Validation Sets ACL 2022 Ontologue: Declarative Benchmark Construction for Ontological Multi-Label Classification NeurIPS 2022 OoD-Bench: Quantifying and Understanding Two Dimensions of Out-of-Distribution Generalization CVPR 2022 OoDHDR-Codec: Out-of-Distribution Generalization for HDR Image Compression AAAI 2022 OOD Link Prediction Generalization Capabilities of Message-Passing GNNs in Larger Test Graphs NeurIPS 2022 Optimizing Relevance Maps of Vision Transformers Improves Robustness NeurIPS 2022 OptTTA: Learnable Test-Time Augmentation for Source-Free Medical Image Segmentation Under Domain Shift MIDL 2022 Out-of-distribution Generalization in the Presence of Nuisance-Induced Spurious Correlations ICLR 2022 Out-of-Distribution Generalization With Causal Invariant Transformations CVPR 2022 PCL: Proxy-Based Contrastive Learning for Domain Generalization CVPR 2022 Perfectly Balanced: Improving Transfer and Robustness of Supervised Contrastive Learning ICML 2022 Perturbations and Subpopulations for Testing Robustness in Token-Based Argument Unit Recognition COLING 2022 Pin the Memory: Learning To Generalize Semantic Segmentation CVPR 2022 PixMix: Dreamlike Pictures Comprehensively Improve Safety Measures CVPR 2022 PodcastMix: A dataset for separating music and speech in podcasts Interspeech 2022 PoF: Post-Training of Feature Extractor for Improving Generalization ICML 2022 Practice Makes a Solver Perfect: Data Augmentation for Math Word Problem Solvers NAACL 2022 Proactive Image Manipulation Detection CVPR 2022 Probable Domain Generalization via Quantile Risk Minimization NeurIPS 2022 Procedural generalization by planning with self-supervised world models ICLR 2022 Prompt-based Distribution Alignment for Domain Generalization in Text Classification EMNLP 2022