Domain Generalization

PromptStyler: Prompt-driven Style Generation for Source-free Domain Generalization ICCV 2023 Provably Invariant Learning without Domain Information ICML 2023 Q: How To Specialize Large Vision-Language Models to Data-Scarce VQA Tasks? A: Self-Train on Unlabeled Images! CVPR 2023 RADIANT: Better rPPG Estimation Using Signal Embeddings and Transformer WACV 2023 Reassessing Evaluation Practices in Visual Question Answering: A Case Study on Out-of-Distribution Generalization EACL 2023 Recur, Attend or Convolve? On Whether Temporal Modeling Matters for Cross-Domain Robustness in Action Recognition WACV 2023 Reliable learning in challenging environments NeurIPS 2023 Residual Pattern Learning for Pixel-Wise Out-of-Distribution Detection in Semantic Segmentation ICCV 2023 Rethinking Data Augmentation for Single-Source Domain Generalization in Medical Image Segmentation AAAI 2023 Rethinking Domain Generalization for Face Anti-Spoofing: Separability and Alignment CVPR 2023 Rethinking Federated Learning With Domain Shift: A Prototype View CVPR 2023 Rethinking Masked Language Modeling for Chinese Spelling Correction ACL 2023 Revealing the unseen: Benchmarking video action recognition under occlusion NeurIPS 2023 Reverse Engineering Breast MRIs: Predicting Acquisition Parameters Directly from Images MIDL 2023 Revisiting De-Identification of Electronic Medical Records: Evaluation of Within- and Cross-Hospital Generalization EMNLP 2023 Revisiting Out-of-distribution Robustness in NLP: Benchmarks, Analysis, and LLMs Evaluations NeurIPS 2023 RMLVQA: A Margin Loss Approach for Visual Question Answering With Language Biases CVPR 2023 Robo3D: Towards Robust and Reliable 3D Perception against Corruptions ICCV 2023 RoboDepth: Robust Out-of-Distribution Depth Estimation under Corruptions NeurIPS 2023 RobustEmbed: Robust Sentence Embeddings Using Self-Supervised Contrastive Pre-Training EMNLP 2023 Robust Feature Rectification of Pretrained Vision Models for Object Recognition AAAI 2023 Robust Generalization Against Photon-Limited Corruptions via Worst-Case Sharpness Minimization CVPR 2023 Robust Generalization Strategies for Morpheme Glossing in an Endangered Language Documentation Context EMNLP 2023 Robust Hate Speech Detection in Social Media: A Cross-Dataset Empirical Evaluation ACL 2023 Robustifying Token Attention for Vision Transformers ICCV 2023