Domain Generalization

Benchmarking Distribution Shift in Tabular Data with TableShift NeurIPS 2023 Benchmarking Low-Shot Robustness to Natural Distribution Shifts ICCV 2023 Benchmarking Robustness to Adversarial Image Obfuscations NeurIPS 2023 Benchmarking Visual Localization for Autonomous Navigation WACV 2023 BERM: Training the Balanced and Extractable Representation for Matching to Improve Generalization Ability of Dense Retrieval ACL 2023 BEV-DG: Cross-Modal Learning under Bird's-Eye View for Domain Generalization of 3D Semantic Segmentation ICCV 2023 Beyond Deep Ensembles: A Large-Scale Evaluation of Bayesian Deep Learning under Distribution Shift NeurIPS 2023 BiasAdv: Bias-Adversarial Augmentation for Model Debiasing CVPR 2023 BiasBed - Rigorous Texture Bias Evaluation CVPR 2023 Bi-Level Meta-Learning for Few-Shot Domain Generalization CVPR 2023 Block Selection Method for Using Feature Norm in Out-of-Distribution Detection CVPR 2023 Borrowing Knowledge From Pre-trained Language Model: A New Data-efficient Visual Learning Paradigm ICCV 2023 BridgeData V2: A Dataset for Robot Learning at Scale CoRL 2023 Causal Balancing for Domain Generalization ICLR 2023 Causal Effect Regularization: Automated Detection and Removal of Spurious Correlations NeurIPS 2023 CEE-Net: Complementary End-to-End Network for 3D Human Pose Generation and Estimation AAAI 2023 Center-Aware Adversarial Augmentation for Single Domain Generalization WACV 2023 Certifiable Out-of-Distribution Generalization AAAI 2023 Change is Hard: A Closer Look at Subpopulation Shift ICML 2023 Characterizing Out-of-Distribution Error via Optimal Transport NeurIPS 2023 Chasing All-Round Graph Representation Robustness: Model, Training, and Optimization ICLR 2023 Chasing Fairness Under Distribution Shift: A Model Weight Perturbation Approach NeurIPS 2023 Class-Incremental Exemplar Compression for Class-Incremental Learning CVPR 2023 CLIP the Gap: A Single Domain Generalization Approach for Object Detection CVPR 2023 COCO-Counterfactuals: Automatically Constructed Counterfactual Examples for Image-Text Pairs NeurIPS 2023