Domain Adaptation

Training Software Engineering Agents and Verifiers with SWE-Gym ICML 2025 Transferable-Guided Attention is All You Need for Video Domain Adaptation WACV 2025 Transfer-Aware Data Selection for Domain Adaptation in Text Retrieval EMNLP 2025 Transfer Learning for Nonparametric Contextual Dynamic Pricing ICML 2025 Transfer Learning in Financial Time Series with Gramian Angular Field (Student Abstract) AAAI 2025 TransPL: VQ-Code Transition Matrices for Pseudo-Labeling of Time Series Unsupervised Domain Adaptation ICML 2025 Tree of Attributes Prompt Learning for Vision-Language Models ICLR 2025 Tree-of-Quote Prompting Improves Factuality and Attribution in Multi-Hop and Medical Reasoning EMNLP 2025 Triad: Empowering LMM-based Anomaly Detection with Expert-guided Region-of-Interest Tokenizer and Manufacturing Process ICCV 2025 TrimLLM: Progressive Layer Dropping for Domain-Specific LLMs ACL 2025 Trusted Multi-View Classification via Evolutionary Multi-View Fusion ICLR 2025 Trustworthy Machine Learning through Data-Specific Indistinguishability ICML 2025 TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram ICLR 2025 Tulun: Transparent and Adaptable Low-resource Machine Translation ACL 2025 TUMTraf VideoQA: Dataset and Benchmark for Unified Spatio-Temporal Video Understanding in Traffic Scenes ICML 2025 Typology-Guided Adaptation in Multilingual Models ACL 2025 UCDR-Adapter: Exploring Adaptation of Pre-Trained Vision-Language Models for Universal Cross-Domain Retrieval WACV 2025 UCL-Bench: A Chinese User-Centric Legal Benchmark for Large Language Models NAACL 2025 UCM-VeID V2: A Richer Dataset and A Pre-training Method for UAV Cross-Modality Vehicle Re-Identification CVPR 2025 UIC at ArchEHR-QA 2025: Tri-Step Pipeline for Reliable Grounded Medical Question Answering ACL 2025 UMDATrack: Unified Multi-Domain Adaptive Tracking Under Adverse Weather Conditions ICCV 2025 UMFN: Unified Multi-Domain Face Normalization for Joint Cross-domain Prototype Learning and Heterogeneous Face Recognition CVPR 2025 Unaligned Message-Passing and Contextualized-Pretraining for Robust Geo-Entity Resolution AAAI 2025 Unbiasing through Textual Descriptions: Mitigating Representation Bias in Video Benchmarks CVPR 2025 Uncertainty-Aware Global-View Reconstruction for Multi-View Multi-Label Feature Selection AAAI 2025