Domain Generalization

COCO-O: A Benchmark for Object Detectors under Natural Distribution Shifts ICCV 2023 CODA: Generalizing to Open and Unseen Domains with Compaction and Disambiguation NeurIPS 2023 Complementary Domain Adaptation and Generalization for Unsupervised Continual Domain Shift Learning ICCV 2023 Composable Part-Based Manipulation CoRL 2023 Composite Learning for Robust and Effective Dense Predictions WACV 2023 Compressing and Debiasing Vision-Language Pre-Trained Models for Visual Question Answering EMNLP 2023 Concept-based Explanations for Out-of-Distribution Detectors ICML 2023 Contrastive Learning of Semantic Concepts for Open-Set Cross-Domain Retrieval WACV 2023 Controllable Guide-Space for Generalizable Face Forgery Detection ICCV 2023 Corpus-based Syntactic Typological Methods for Dependency Parsing Improvement EACL 2023 Counterfactual Active Learning for Out-of-Distribution Generalization ACL 2023 CoVariance-based Causal Debiasing for Entity and Relation Extraction EMNLP 2023 Covariate-Shift Generalization via Random Sample Weighting AAAI 2023 Crafting Training Degradation Distribution for the Accuracy-Generalization Trade-off in Real-World Super-Resolution ICML 2023 CROP: Towards Distributional-Shift Robust Reinforcement Learning Using Compact Reshaped Observation Processing IJCAI 2023 Cross Contrasting Feature Perturbation for Domain Generalization ICCV 2023 Cross-Dataset Sensor Alignment: Making Visual 3D Object Detector Generalizable CoRL 2023 Cross-Domain Facial Expression Recognition via Disentangling Identity Representation IJCAI 2023 Crossing the Gap: Domain Generalization for Image Captioning CVPR 2023 Cross-Platform and Cross-Domain Abusive Language Detection with Supervised Contrastive Learning ACL 2023 DAMix: Exploiting Deep Autoregressive Model Zoo for Improving Lossless Compression Generalization AAAI 2023 DandelionNet: Domain Composition with Instance Adaptive Classification for Domain Generalization ICCV 2023 DART: Diversify-Aggregate-Repeat Training Improves Generalization of Neural Networks CVPR 2023 Data Factors for Better Compositional Generalization EMNLP 2023 Dataset Bias Mitigation in Multiple-Choice Visual Question Answering and Beyond EMNLP 2023