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Domain Adaptation

8656 directly classified papers

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Papers

A Deployed Online Reinforcement Learning Algorithm in an Oral Health Clinical Trial AAAI 2025
You Share Beliefs, I Adapt: Progressive Heterogeneous Collaborative Perception ICCV 2025
ETA: Energy-based Test-time Adaptation for Depth Completion ICCV 2025
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions ICCV 2025
Hybrid-TTA: Continual Test-time Adaptation via Dynamic Domain Shift Detection ICCV 2025
UniDxMD: Towards Unified Representation for Cross-Modal Unsupervised Domain Adaptation in 3D Semantic Segmentation ICCV 2025
FairTP: A Prolonged Fairness Framework for Traffic Prediction AAAI 2025
SIDE: Socially Informed Drought Estimation Toward Understanding Societal Impact Dynamics of Environmental Crisis AAAI 2025
Evaluating Image Hallucination in Text-to-Image Generation with Question-Answering AAAI 2025
LoRID: Low-Rank Iterative Diffusion for Adversarial Purification AAAI 2025
R-DTI: Drug Target Interaction Prediction Based on Second-Order Relevance Exploration AAAI 2025
Towards Trustworthy Machine Learning Under Distribution Shifts AAAI 2025
Towards Effective and Efficient Continual Pre-training of Large Language Models ACL 2025
Alleviating Distribution Shift in Synthetic Data for Machine Translation Quality Estimation ACL 2025
SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs ACL 2025
Are LLMs effective psychological assessors? Leveraging adaptive RAG for interpretable mental health screening through psychometric practice ACL 2025
Enhancing Neural Machine Translation Through Target Language Data: A kNN-LM Approach for Domain Adaptation ACL 2025
GuessArena: Guess Who I Am? A Self-Adaptive Framework for Evaluating LLMs in Domain-Specific Knowledge and Reasoning ACL 2025
Locate-and-Focus: Enhancing Terminology Translation in Speech Language Models ACL 2025
Agri-CM3: A Chinese Massive Multi-modal, Multi-level Benchmark for Agricultural Understanding and Reasoning ACL 2025
MEDDxAgent: A Unified Modular Agent Framework for Explainable Automatic Differential Diagnosis ACL 2025
Towards Comprehensive Argument Analysis in Education: Dataset, Tasks, and Method ACL 2025
DoMIX: An Efficient Framework for Exploiting Domain Knowledge in Fine-Tuning ACL 2025
PROPER: A Progressive Learning Framework for Personalized Large Language Models with Group-Level Adaptation ACL 2025
Velocitune: A Velocity-based Dynamic Domain Reweighting Method for Continual Pre-training ACL 2025