domain adaptation

DA-Mamba: Learning Domain-Aware State Space Model for Global-Local Alignment in Domain Adaptive Object Detection CVPR 2026 Dance Across Shifts: Forward-Facilitation Continual Test-Time Adaptation through Dynamic Style Bridging CVPR 2026 DAPointMamba: Domain Adaptive Point Mamba for Point Cloud Completion AAAI 2026 DATTA: Domain-Adversarial Test-Time Adaptation for Cross-Domain WiFi-Based Human Activity Recognition WACV 2026 De-biased Natural Language Egocentric Task Verification via Prototypical Evidence Learning AAAI 2026 Debiasing Machine Learning Predictions for Causal Inference Without Additional Ground Truth Data: “One Map, Many Trials” in Satellite-Driven Poverty Analysis AAAI 2026 Decoding Time Series with LLMs: A Multi-Agent Framework for Cross-Domain Annotation EACL 2026 Decomposing the Neurons: Activation Sparsity via Mixture of Experts for Continual Test Time Adaptation AAAI 2026 Decoupling Vision and Language: Codebook Anchored Visual Adaptation CVPR 2026 Degradation-Consistent Test-Time Adaptation for All-in-One Image Restoration CVPR 2026 Depth-Synergized Mamba Meets Memory Experts for All-Day Image Reflection Separation AAAI 2026 DermEVAL: A Dermatologist-Reviewed Benchmark for Multimodal Large Language Models WACV 2026 Detection versus Instance Segmentation for Multi-Species Malaria Diagnosis: A Head-to-Head Comparison and Multi-Dataset Validation of YOLOv12 Architectures with Small Object Optimization MIDL 2026 D-GARA: A Dynamic Benchmarking Framework for GUI Agent Robustness in Real-World Anomalies AAAI 2026 Diffusion-calibrated Continual Test-time Adaptation AAAI 2026 Disentangling for Transfer: Boosting Limited Modalities via Information-Theoretic Regularization and Cross-Modal Reconstruction AAAI 2026 Divide, Conquer and Unite: Hierarchical Style-Recalibrated Prototype Alignment for Federated Medical Segmentation AAAI 2026 DLDA: Unified Dual-Level Domain Adaptation for Low-Light Object Detection AAAI 2026 DNA: Dual-branch Network with Adaptation for Open-Set Online Handwriting Generation WACV 2026 Do Clinical Question Answering Systems Really Need Specialised Medical Fine Tuning? EACL 2026 DODA: Adapting Object Detectors to Dynamic Agricultural Environments in Real-Time with Diffusion WACV 2026 DogFit: Domain-guided Fine-tuning for Efficient Transfer Learning of Diffusion Models AAAI 2026 DoKnowAD: Calibrating Normal Representations with Refined Domain Knowledge to Enhance Time Series Anomaly Detection AAAI 2026 Domain Adaptation Guided Infrared and Visible Image Fusion AAAI 2026 Domain Adaptation of Image Encoder for Multimodal Manga Translation EACL 2026