Domain Adaptation

Duala: Dual-Level Alignment of Subjects and Stimuli for Cross-Subject fMRI Decoding CVPR 2026 Dual-level Adaptation for Multi-Object Tracking: Building Test-Time Calibration from Experience and Intuition CVPR 2026 Dynamic Logits Adjustment and Exploration for Test-Time Adaptation in Vision Language Models CVPR 2026 Dynamic Magic: Unleashing Restricted Knowledge for Lifelong Person Re-Identification CVPR 2026 ELVIS: Enhance Low-Light for Video Instance Segmentation in the Dark CVPR 2026 Energy Waveify and Redistribution for Test-Time Adaptation: A Control System Perspective CVPR 2026 EW-DETR: Evolving World Object Detection via Incremental Low-Rank DEtection TRansformer CVPR 2026 Expanding mmWave Datasets for Human Pose Estimation with Unlabeled Data and LiDAR Datasets CVPR 2026 Expert-Teacher-Student Collaborative Learning for Domain Adaptive Object Detection CVPR 2026 Exploiting Intermediate Reconstructions in Optical Coherence Tomography for Test-Time Adaptation of Medical Image Segmentation MIDL 2026 FedDAP: Domain-Aware Prototype Learning for Federated Learning under Domain Shift CVPR 2026 FOZO: Forward-Only Zeroth-Order Prompt Optimization for Test-Time Adaptation CVPR 2026 GeCo-SRT: Geometry-aware Continual Adaptation for Cross-Task Sim-to-Real Transfer CVPR 2026 GRAD: Generalizing RAG Adaptation with Decoding ACL 2026 Harmonizing MR Images Across 100+ Scanners: Multi-site Validation with Traveling Subjects and Real-world Protocols MIDL 2026 Heuristic Self-Paced Learning for Domain Adaptive Semantic Segmentation under Adverse Conditions CVPR 2026 hllwan at SemEval-2026 Task 3: Dimensional Aspect-Based Sentiment Analysis via LLM Feature Fusion and Test-Time Adaptation SemEval 2026 Iris: Bringing Real-World Priors into Diffusion Model for Monocular Depth Estimation CVPR 2026 Language Does Matter for Cross-Domain Few-Shot Visual Feature Enhancement CVPR 2026 Machine-Learning Based Detection of Coronary Artery Calcification Using Synthetic Chest X-Rays MIDL 2026 Measure The Feature Universe: Topology-based Pseudo Labeling and Gravity Consistency for Source-Free Domain Adaptation CVPR 2026 MemFlow: A Lightweight Forward Memorizing Framework for Quick Domain Adaptive Feature Mapping CVPR 2026 Mind the Discriminability Trap in Source-Free Cross-domain Few-shot Learning CVPR 2026 Mixture of Prototypes for Test-time Adaptive Segmentation CVPR 2026 Multi-modal Test-time Adaptation via Adaptive Probabilistic Gaussian Calibration CVPR 2026