Domain Generalization

Time Travel: A Comprehensive Benchmark to Evaluate LMMs on Historical and Cultural Artifacts ACL 2025 TorchAdapt: Towards Light-Agnostic Real-Time Visual Perception ICCV 2025 To Tackle Adversarial Transferability: A Novel Ensemble Training Method with Fourier Transformation ICLR 2025 Toward Generalizing Visual Brain Decoding to Unseen Subjects ICLR 2025 Towards a Universal 3D Medical Multi-modality Generalization via Learning Personalized Invariant Representation ICCV 2025 Towards Explicit Geometry-Reflectance Collaboration for Generalized LiDAR Segmentation in Adverse Weather CVPR 2025 Towards Generalizable Multi-Camera 3D Object Detection via Perspective Rendering AAAI 2025 Towards Generalizable Neural Simulators: Addressing Distribution Shifts Induced by Environmental and Temporal Variations IJCAI 2025 Towards Generalizable Scene Change Detection CVPR 2025 Towards Generalized Face Anti-Spoofing from a Frequency Shortcut View WACV 2025 Towards General Visual-Linguistic Face Forgery Detection CVPR 2025 Towards Robust ESG Analysis Against Greenwashing Risks: Aspect-Action Analysis with Cross-Category Generalization ACL 2025 Towards Robust Training via Gradient-Diversified Backpropagation WACV 2025 Towards Trustworthy Machine Learning Under Distribution Shifts AAAI 2025 Towards Unifying Evaluation of Counterfactual Explanations: Leveraging Large Language Models for Human-Centric Assessments AAAI 2025 TRACI: A Data-centric Approach for Multi-Domain Generalization on Graphs AAAI 2025 TranSplat: Generalizable 3D Gaussian Splatting from Sparse Multi-View Images with Transformers AAAI 2025 TRUST-VL: An Explainable News Assistant for General Multimodal Misinformation Detection EMNLP 2025 TTA-FedDG: Leveraging Test-Time Adaptation to Address Federated Domain Generalization AAAI 2025 Uncertainty-Instructed Structure Injection for Generalizable HD Map Construction CVPR 2025 UniDemoiré: Towards Universal Image Demoiréing with Data Generation and Synthesis AAAI 2025 Unleashing the Power of Visual Foundation Models for Generalizable Semantic Segmentation AAAI 2025 Unlocking Better Closed-Set Alignment Based on Neural Collapse for Open-Set Recognition AAAI 2025 Unlocking Generalization Power in LiDAR Point Cloud Registration CVPR 2025 Unlocking the Potential of Unlabeled Data in Semi-Supervised Domain Generalization CVPR 2025