domain adaptation

Grounding Multilingual Multimodal LLMs With Cultural Knowledge EMNLP 2025 GUI-Bee: Align GUI Action Grounding to Novel Environments via Autonomous Exploration EMNLP 2025 GUIDEX: Guided Synthetic Data Generation for Zero-Shot Information Extraction ACL 2025 Guiding Vision-Language Model Selection for Visual Question-Answering Across Tasks, Domains, and Knowledge Types COLING 2025 Hanfu-Bench: A Multimodal Benchmark on Cross-Temporal Cultural Understanding and Transcreation EMNLP 2025 Harnessing Diversity for Important Data Selection in Pretraining Large Language Models ICLR 2025 HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation Learning NAACL 2025 Hierarchical Divide-and-Conquer Grouping for Classification Adaptation of Pre-Trained Models ICCV 2025 Hints of Prompt: Enhancing Visual Representation for Multimodal LLMs in Autonomous Driving ICCV 2025 How Much Do LLMs Hallucinate across Languages? On Realistic Multilingual Estimation of LLM Hallucination EMNLP 2025 HUST: High-Fidelity Unbiased Skin Tone Estimation via Texture Quantization ICCV 2025 Hybrid-TTA: Continual Test-time Adaptation via Dynamic Domain Shift Detection ICCV 2025 HyperPose: Hypernetwork-Infused Camera Pose Localization and an Extended Cambridge Landmarks Dataset CVPR 2025 HyperTrans: Efficient Hypergraph-Driven Cross-Domain Pattern Transfer in Image Anomaly Detection IJCAI 2025 Idiosyncratic Versus Normative Modeling of Atypical Speech Recognition: Dysarthric Case Studies EMNLP 2025 Image is All You Need to Empower Large-scale Diffusion Models for In-Domain Generation CVPR 2025 Image-to-video Adaptation with Outlier Modeling and Robust Self-learning AAAI 2025 Improving Automatic Evaluation of Large Language Models (LLMs) in Biomedical Relation Extraction via LLMs-as-the-Judge ACL 2025 Improving Hate Speech Classification with Cross-Taxonomy Dataset Integration NAACL 2025 In-Context Learning on a Budget: A Case Study in Token Classification NAACL 2025 Indirect Alignment and Relationship Preservation for Domain Generalization IJCAI 2025 In-Domain African Languages Translation Using LLMs and Multi-armed Bandits ACL 2025 Instruction-Tuning Data Synthesis from Scratch via Web Reconstruction ACL 2025 Integration of Old and New Knowledge for Generalized Intent Discovery: A Consistency-driven Prototype-Prompting Framework IJCAI 2025 Interaction-Merged Motion Planning: Effectively Leveraging Diverse Motion Datasets for Robust Planning ICCV 2025