Domain Adaptation

OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain EMNLP 2025 Omni-Query Active Learning for Source-Free Domain Adaptive Cross-Modality 3D Semantic Segmentation AAAI 2025 OmniSAM: Omnidirectional Segment Anything Model for UDA in Panoramic Semantic Segmentation ICCV 2025 ONDA-Pose: Occlusion-Aware Neural Domain Adaptation for Self-Supervised 6D Object Pose Estimation CVPR 2025 On Domain-Adaptive Post-Training for Multimodal Large Language Models EMNLP 2025 One for Dozens: Adaptive REcommendation for All Domains with Counterfactual Augmentation AAAI 2025 One Last Attention for Your Vision-Language Model ICCV 2025 One More Modality: Does Abstract Meaning Representation Benefit Visual Question Answering? EMNLP 2025 One-Pass Feature Evolvable Learning with Theoretical Guarantees ICML 2025 One-Step Generalization Ratio Guided Optimization for Domain Generalization ICML 2025 One-step Label Shift Adaptation via Robust Weight Estimation IJCAI 2025 On Generalization across Measurement Systems: LLMs Entail More Test-Time Compute for Underrepresented Cultures ACL 2025 Online Pre-Training for Offline-to-Online Reinforcement Learning ICML 2025 On Synthetic Data Strategies for Domain-Specific Generative Retrieval ACL 2025 On the Adversarial Risk of Test Time Adaptation: An Investigation into Realistic Test-Time Data Poisoning ICLR 2025 On the Benefits of Attribute-Driven Graph Domain Adaptation ICLR 2025 On the Impact of Performative Risk Minimization for Binary Random Variables ICML 2025 On the Power of Strategic Corpus Enrichment in Content Creation Games AAAI 2025 On Which Data Distribution (Synthetic or Real) We Should Rely for Soft Biometric Classification WACV 2025 OOD-Chameleon: Is Algorithm Selection for OOD Generalization Learnable? ICML 2025 OPAL: Visibility-aware LiDAR-to-OpenStreetMap Place Recognition via Adaptive Radial Fusion CoRL 2025 Open Materials Generation with Stochastic Interpolants ICML 2025 OpenRSD: Towards Open-prompts for Object Detection in Remote Sensing Images ICCV 2025 Open-Set Cross-Network Node Classification via Unknown-Excluded Adversarial Graph Domain Alignment AAAI 2025 Open-Set Heterogeneous Domain Adaptation: Theoretical Analysis and Algorithm AAAI 2025