Domain Generalization

ParetoFlow: Guided Flows in Multi-Objective Optimization ICLR 2025 Partial Label Causal Representation Learning for Instance-Dependent Supervision and Domain Generalization AAAI 2025 Pathways to Radicalisation: On Research for Online Radicalisation in Natural Language Processing and Machine Learning ACL 2025 PEARL: Towards Permutation-Resilient LLMs ICLR 2025 PEER Pressure: Model-to-Model Regularization for Single Source Domain Generalization CVPR 2025 Perturbating, Tuning, and Collaborating: Harnessing Vision Foundation Models for Single Domain Generalization on Medical Imaging AAAI 2025 PhysAug: A Physical-guided and Frequency-based Data Augmentation for Single-Domain Generalized Object Detection AAAI 2025 PINP: Physics-Informed Neural Predictor with latent estimation of fluid flows ICLR 2025 PointDGMamba: Domain Generalization of Point Cloud Classification via Generalized State Space Model AAAI 2025 PoolAtnRes: Towards Generalisable Differential Morphing Attack Detection WACV 2025 ProMEA: Prompt-driven Expansion and Alignment for Single Domain Generalization IJCAI 2025 Real2Code: Reconstruct Articulated Objects via Code Generation ICLR 2025 Reconsidering Faithfulness in Regular, Self-Explainable and Domain Invariant GNNs ICLR 2025 Rectified Lagrangian for Out-of-Distribution Detection in Modern Hopfield Networks AAAI 2025 RegMix: Data Mixture as Regression for Language Model Pre-training ICLR 2025 Regularizing Energy among Training Samples for Out-of-Distribution Generalization ICLR 2025 Reinforcement Learning for Aligning Large Language Models Agents with Interactive Environments: Quantifying and Mitigating Prompt Overfitting NAACL 2025 Reloc3r: Large-Scale Training of Relative Camera Pose Regression for Generalizable, Fast, and Accurate Visual Localization CVPR 2025 ReMix: Training Generalized Person Re-Identification on a Mixture of Data WACV 2025 Representation-based Broad Hallucination Detectors Fail to Generalize Out of Distribution EMNLP 2025 Reproducible Vision-Language Models Meet Concepts Out of Pre-Training CVPR 2025 Rethinking Sign Language Translation: The Impact of Signer Dependence on Model Evaluation EMNLP 2025 Rethinking Table Instruction Tuning ACL 2025 Revisiting Backdoor Attacks against Large Vision-Language Models from Domain Shift CVPR 2025 Robust Adaptation of Large Multimodal Models for Retrieval Augmented Hateful Meme Detection EMNLP 2025