Domain Generalization

Bootstrapped Pre-training with Dynamic Identifier Prediction for Generative Retrieval ACL 2024 Bounding Box Stability against Feature Dropout Reflects Detector Generalization across Environments ICLR 2024 Breaking Semantic Artifacts for Generalized AI-generated Image Detection NeurIPS 2024 Bridging Multicalibration and Out-of-distribution Generalization Beyond Covariate Shift NeurIPS 2024 Bridging OOD Detection and Generalization: A Graph-Theoretic View NeurIPS 2024 Bridging the Synthetic-to-Authentic Gap: Distortion-Guided Unsupervised Domain Adaptation for Blind Image Quality Assessment CVPR 2024 CaDeT: a Causal Disentanglement Approach for Robust Trajectory Prediction in Autonomous Driving CVPR 2024 Calibrating Multi-modal Representations: A Pursuit of Group Robustness without Annotations CVPR 2024 Can LLM Graph Reasoning Generalize beyond Pattern Memorization? EMNLP 2024 Causally Inspired Regularization Enables Domain General Representations AISTATS 2024 Causal Mode Multiplexer: A Novel Framework for Unbiased Multispectral Pedestrian Detection CVPR 2024 CFPL-FAS: Class Free Prompt Learning for Generalizable Face Anti-spoofing CVPR 2024 CHAIN: Enhancing Generalization in Data-Efficient GANs via lipsCHitz continuity constrAIned Normalization CVPR 2024 Channel Vision Transformers: An Image Is Worth 1 x 16 x 16 Words ICLR 2024 ChronosLex: Time-aware Incremental Training for Temporal Generalization of Legal Classification Tasks ACL 2024 CIFAR-10-Warehouse: Broad and More Realistic Testbeds in Model Generalization Analysis ICLR 2024 Class Distribution Shifts in Zero-Shot Learning: Learning Robust Representations NeurIPS 2024 CLIPCEIL: Domain Generalization through CLIP via Channel rEfinement and Image-text aLignment NeurIPS 2024 CODA: A Correlation-Oriented Disentanglement and Augmentation Modeling Scheme for Better Resisting Subpopulation Shifts NeurIPS 2024 Codec Avatar Studio: Paired Human Captures for Complete, Driveable, and Generalizable Avatars NeurIPS 2024 Collaborating Foundation Models for Domain Generalized Semantic Segmentation CVPR 2024 Compound Text-Guided Prompt Tuning via Image-Adaptive Cues AAAI 2024 Concentrate Attention: Towards Domain-Generalizable Prompt Optimization for Language Models NeurIPS 2024 Concept-Guided Prompt Learning for Generalization in Vision-Language Models AAAI 2024 Conformalized Semi-supervised Random Forest for Classification and Abnormality Detection AISTATS 2024