Domain Adaptation

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation ICML 2025 Hearing Anywhere in Any Environment CVPR 2025 heiDS at ArchEHR-QA 2025: From Fixed-k to Query-dependent-k for Retrieval Augmented Generation ACL 2025 HELM: Hierarchical Encoding for mRNA Language Modeling ICLR 2025 Herald: A Natural Language Annotated Lean 4 Dataset ICLR 2025 HEROS-GAN: Honed-Energy Regularized and Optimal Supervised GAN for Enhancing Accuracy and Range of Low-Cost Accelerometers AAAI 2025 Heterogeneous Label Shift: Theory and Algorithm ICML 2025 HG-Adapter: Improving Pre-Trained Heterogeneous Graph Neural Networks with Dual Adapters ICLR 2025 Hierarchical Divide-and-Conquer for Fine-Grained Alignment in LLM-Based Medical Evaluation AAAI 2025 Hierarchical Knowledge Prompt Tuning for Multi-task Test-Time Adaptation CVPR 2025 Hierarchical Variational Test-Time Prompt Generation for Zero-Shot Generalization ICCV 2025 HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image ICCV 2025 HiGDA: Hierarchical Graph of Nodes to Learn Local-to-Global Topology for Semi-Supervised Domain Adaptation AAAI 2025 High-Fidelity Document Stain Removal via A Large-Scale Real-World Dataset and A Memory-Augmented Transformer WACV 2025 HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts ICLR 2025 HiNeuS: High-fidelity Neural Surface Mitigating Low-texture and Reflective Ambiguity ICCV 2025 Hints of Prompt: Enhancing Visual Representation for Multimodal LLMs in Autonomous Driving ICCV 2025 HLMEA: Unsupervised Entity Alignment Based on Hybrid Language Models AAAI 2025 Homophily Enhanced Graph Domain Adaptation ICML 2025 How does Labeling Error Impact Contrastive Learning? A Perspective from Data Dimensionality Reduction ICML 2025 How do Language Models Reshape Entity Alignment? A Survey of LM-Driven EA Methods: Advances, Benchmarks, and Future EMNLP 2025 How LLMs React to Industrial Spatio-Temporal Data? Assessing Hallucination with a Novel Traffic Incident Benchmark Dataset NAACL 2025 How Much Can Transfer? BRIDGE: Bounded Multi-Domain Graph Foundation Model with Generalization Guarantees ICML 2025 How Real Are Synthetic Therapy Conversations? Evaluating Fidelity in Prolonged Exposure Dialogues EMNLP 2025 How to Make Large Language Models Generate 100% Valid Molecules? EMNLP 2025