domain adaptation

Language Does Matter for Cross-Domain Few-Shot Visual Feature Enhancement CVPR 2026 Layer-wise Swapping for Generalizable Multilingual Safety EACL 2026 Learning Faster with Better Tokens: Parameter-Efficient Vocabulary Adaptation for Specialized Text Summarization ACL 2026 Learning from Unknown for Open-Set Test-Time Adaptation WACV 2026 LEMUR: A Corpus for Robust Fine-Tuning of Multilingual Law Embedding Models for Retrieval EACL 2026 Libra-MIL: Multimodal Prototypes Stereoscopic Infused with Task-specific Language Priors for Few-shot Whole Slide Image Classification AAAI 2026 Lifelong Domain Adaptive 3D Human Pose Estimation AAAI 2026 Lightweight Domain-Specific Language Model for Real-Time Structuring of Medical Prescriptions EACL 2026 Linguistic Blind Spots in Clinical Decision Extraction EACL 2026 Localization-Anchored Instance Discrimination for Domain Adaptive Person Search AAAI 2026 Machine-Learning Based Detection of Coronary Artery Calcification Using Synthetic Chest X-Rays MIDL 2026 Make Foundation Models Trustworthy Again: Causal Fine-Adaptation for Medical Image Segmentation AAAI 2026 Matching Semantically Similar Non-Identical Objects WACV 2026 MAU-GPT: Enhancing Multi-type Industrial Anomaly Understanding via Anomaly-aware and Generalist Experts Adaptation AAAI 2026 MemFlow: A Lightweight Forward Memorizing Framework for Quick Domain Adaptive Feature Mapping CVPR 2026 MindCross: Fast New Subject Adaptation with Limited Data for Cross-subject Video Reconstruction from Brain Signals AAAI 2026 Mind the Discriminability Trap in Source-Free Cross-domain Few-shot Learning CVPR 2026 MISF: MLLM Guided Iterative Sample Filtering for Data Fault Detection AAAI 2026 MixER: From Cross-Modal to Mixed-Modal Visible-Infrared Re-Identification WACV 2026 Model-free Domain Adaptation for Concealed Multimodal Large-Language Models WACV 2026 MoETTA: Test-Time Adaptation Under Mixed Distribution Shifts with MoE-LayerNorm AAAI 2026 Morphing Through Time: Diffusion-Based Bridging of Temporal Gaps for Robust Alignment in Change Detection WACV 2026 MOSAIC: Masked Objective with Selective Adaptation for In-domain Contrastive Learning EACL 2026 MULTIBENCH++: A Unified and Comprehensive Multimodal Fusion Benchmarking Across Specialized Domains AAAI 2026 Multi-Level Domain Adaptation and Contrastive Domain Isolation with Bilinear Fusion for Patient Drug Response Prediction AAAI 2026