Domain Generalization

Mitigating Spurious Correlations in Zero-Shot Multimodal Models ICLR 2025 Modeling Saliency Dataset Bias ICCV 2025 Model Merging to Maintain Language-Only Performance in Developmentally Plausible Multimodal Models EMNLP 2025 MoManipVLA: Transferring Vision-language-action Models for General Mobile Manipulation CVPR 2025 M-RangeDetector: Enhancing Generalization in Machine-Generated Text Detection through Multi-Range Attention Masks ACL 2025 Multi-Cache Enhanced Prototype Learning for Test-Time Generalization of Vision-Language Models ICCV 2025 Multimodal Unsupervised Domain Generalization by Retrieving Across the Modality Gap ICLR 2025 Not all Views are Created Equal: Analyzing Viewpoint Instabilities in Vision Foundation Models ICCV 2025 No Thing, Nothing: Highlighting Safety-Critical Classes for Robust LiDAR Semantic Segmentation in Adverse Weather CVPR 2025 OCRT: Boosting Foundation Models in the Open World with Object-Concept-Relation Triad CVPR 2025 ODP-Bench: Benchmarking Out-of-Distribution Performance Prediction ICCV 2025 On the Generalization of Handwritten Text Recognition Models CVPR 2025 On the Importance of Dual-Space Augmentation for Domain Generalized Object Detection WACV 2025 On the Out-Of-Distribution Generalization of Large Multimodal Models CVPR 2025 On the Transfer of Object-Centric Representation Learning ICLR 2025 Open-Unfairness Adversarial Mitigation for Generalized Deepfake Detection ICCV 2025 Open-Vocabulary Functional 3D Scene Graphs for Real-World Indoor Spaces CVPR 2025 Open-world Radio Frequency Fingerprint Identification via Augmented Semi-supervised Learning AAAI 2025 OSLoPrompt: Bridging Low-Supervision Challenges and Open-Set Domain Generalization in CLIP CVPR 2025 Out-of-distribution Generalization for Total Variation based Invariant Risk Minimization ICLR 2025 Out-of-Distribution Generalization on Graphs via Progressive Inference AAAI 2025 Overcoming both Domain Shift and Label Shift for Referring Video Segmentation NAACL 2025 Overcoming Shortcut Problem in VLM for Robust Out-of-Distribution Detection CVPR 2025 PAFT: Prompt-Agnostic Fine-Tuning EMNLP 2025 PALM: Pushing Adaptive Learning Rate Mechanisms for Continual Test-Time Adaptation AAAI 2025