Domain Adaptation

Faithful in Steps: Improving Generalization and Citation in RAG via Query Decomposition AAAI 2026 Fake News Detection Strategies under Dataset Bias: Using Large-scale Coarse-grained Labels EACL 2026 Fashion Microscope: Pixel-Level Attribute Perception via Optimal Transport and Neural Semantic Aggregation AAAI 2026 FedCure: Mitigating Participation Bias in Semi-Asynchronous Federated Learning with Non-IID Data AAAI 2026 Federated Incomplete Multi-View Clustering with Tensorized Low-Rank Constraint AAAI 2026 Federated Vision-Language-Recommendation with Personalized Fusion AAAI 2026 FedMPT: Federated Multi-Label Prompt Tuning of Vision-Language Models CVPR 2026 FedSCAl: Leveraging Server and Client Alignment for Unsupervised Federated Source-Free Domain Adaptation WACV 2026 FGNet: Leveraging Feature-Guided Attention to Refine SAM2 for 3D EM Neuron Segmentation AAAI 2026 Fine-Grained Image Retrieval via Dual-Vision Adaptation AAAI 2026 FlowEO: Generative Unsupervised Domain Adaptation for Earth Observation WACV 2026 From Blind Transfer to Wise Selection: Prototype-Driven Neighbor-Domain Adaptation for Fake News Detection AAAI 2026 From IDs to Semantics: A Generative Framework for Cross-Domain Recommendation with Adaptive Semantic Tokenization AAAI 2026 From Numbers to Narratives: Efficient Language Model-Based Detection for Safety-Critical Minority Classes EACL 2026 From Scene to Object: Enhancing Open-Vocabulary Object Detection via Foreground-Background Context Reasoning AAAI 2026 FuseMine: Robust Multi-Modal Compound-Protein Interaction Prediction via Differential Attention Feature Mining AAAI 2026 GCA: Geometry-aware Conditional Alignment for Partial Domain Adaptation with Coding Rate Reduction AAAI 2026 GEMA-Score: Granular Explainable Multi-Agent Scoring Framework for Radiology Report Evaluation AAAI 2026 General and Domain-Specific Zero-shot Detection of Generated Images via Conditional Likelihood WACV 2026 Generalized-Scale Object Counting with Gradual Query Aggregation AAAI 2026 GeneVA: A Dataset of Human Annotations for Generative Text to Video Artifacts WACV 2026 GenMatLab: A Generative Platform for Inverse Materials Design AAAI 2026 Geometric Correspondence Constrained Pseudo-Label Alignment for Source-Free Domain Adaptive Fundus Image Segmentation AAAI 2026 Geometry-Aware Noisy Correspondence Mitigation for Cross-Modal Text-Based Person Retrieval AAAI 2026 GMAI-VL & GMAI-VL-5.5M: A Large Vision-Language Model and a Comprehensive Multimodal Dataset Towards General Medical AI AAAI 2026