Domain Adaptation

LVPTrack: High Performance Domain Adaptive UAV Tracking with Label Aligned Visual Prompt Tuning AAAI 2025 MaRI: Material Retrieval Integration across Domains CVPR 2025 Minimax Optimal Two-Stage Algorithm For Moment Estimation Under Covariate Shift ICLR 2025 MSDA: Combining Pseudo-labeling and Self-Supervision for Unsupervised Domain Adaptation in ASR Interspeech 2025 MSSDA: Multi-Sub-Source Domain Adaptation for Diabetic Foot Neuropathy Recognition AAAI 2025 Multi-Granularity Class Prototype Topology Distillation for Class-Incremental Source-Free Unsupervised Domain Adaptation CVPR 2025 NightReID: A Large-Scale Nighttime Person Re-Identification Benchmark AAAI 2025 ODD: Overlap-aware Estimation of Model Performance under Distribution Shift UAI 2025 ONDA-Pose: Occlusion-Aware Neural Domain Adaptation for Self-Supervised 6D Object Pose Estimation CVPR 2025 Overcoming Domain Knowledge Forgetting in Continual Test-Time Adaptation via Siamese Networks ACML 2025 Personalized Sleep Staging Leveraging Source-free Unsupervised Domain Adaptation AAAI 2025 Perspective: Leveraging Domain Knowledge for Tabular Machine Learning in the Medical Domain ACL 2025 PURA: Parameter Update-Recovery Test-Time Adaption for RGB-T Tracking CVPR 2025 RealisID: Scale-Robust and Fine-Controllable Identity Customization via Local and Global Complementation AAAI 2025 Realistic Test-Time Adaptation of Vision-Language Models CVPR 2025 Reasoning-Enhanced Domain-Adaptive Pretraining of Multimodal Large Language Models for Short Video Content Governance EMNLP 2025 Reducing Divergence in Batch Normalization for Domain Adaptation AAAI 2025 Reinforced IR: A Self-Boosting Framework For Domain-Adapted Information Retrieval ACL 2025 Robust Table Information Extraction from Sustainability Reports: A Time-Aware Hybrid Two-Step Approach ACL 2025 Robust Unsupervised Adaptation of a Speech Recogniser Using Entropy Minimisation and Speaker Codes Interspeech 2025 RoDA: Robust Domain Alignment for Cross-Domain Retrieval Against Label Noise AAAI 2025 SADA: Semantic Adversarial Unsupervised Domain Adaptation for Temporal Action Localization WACV 2025 ScholarGEC: Enhancing Controllability of Large Language Model for Chinese Academic Grammatical Error Correction AAAI 2025 SEEN-DA: SEmantic ENtropy guided Domain-aware Attention for Domain Adaptive Object Detection CVPR 2025 SemiDAViL: Semi-supervised Domain Adaptation with Vision-Language Guidance for Semantic Segmentation CVPR 2025