Domain Adaptation

Disentangle Source and Target Knowledge for Continual Test-Time Adaptation WACV 2025 Disentangling Invariant Subgraph via Variance Contrastive Estimation under Distribution Shifts ICML 2025 DisEnvisioner: Disentangled and Enriched Visual Prompt for Customized Image Generation ICLR 2025 DiSRT-In-Bed: Diffusion-Based Sim-to-Real Transfer Framework for In-Bed Human Mesh Recovery CVPR 2025 Distill-C: Enhanced NL2SQL via Distilled Customization with LLMs NAACL 2025 Distinguish Then Exploit: Source-free Open Set Domain Adaptation via Weight Barcode Estimation and Sparse Label Assignment CVPR 2025 Distributed Conformal Prediction via Message Passing ICML 2025 Distributionally Robust Policy Evaluation and Learning for Continuous Treatment with Observational Data AAAI 2025 Distributionally Robust Policy Learning under Concept Drifts ICML 2025 Distribution-Aware Online Learning for Urban Spatiotemporal Forecasting on Streaming Data IJCAI 2025 Distribution Optimization under Gaussian Hypothesis for Domain Adaptive Semantic Segmentation WACV 2025 Divergence-enhanced Knowledge-guided Context Optimization for Visual-Language Prompt Tuning ICLR 2025 Diverse Prototypical Ensembles Improve Robustness to Subpopulation Shift ICML 2025 Diversified Flow Matching with Translation Identifiability ICML 2025 Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering NAACL 2025 Diversity-Enhanced Distribution Alignment for Dataset Distillation ICCV 2025 DivScore: Zero-Shot Detection of LLM-Generated Text in Specialized Domains EMNLP 2025 DivShift: Exploring Domain-Specific Distribution Shifts in Large-Scale, Volunteer-Collected Biodiversity Datasets AAAI 2025 DKC: Differentiated Knowledge Consolidation for Cloth-Hybrid Lifelong Person Re-identification CVPR 2025 DLU: Dictionary Look-Up Data and Prediction CoNLL 2025 DM-Adapter: Domain-Aware Mixture-of-Adapters for Text-Based Person Retrieval AAAI 2025 DMDTEval: An Evaluation and Analysis of LLMs on Disambiguation in Multi-domain Translation EMNLP 2025 DM-POSA: Enhancing Open-World Test-Time Adaptation with Dual-Mode Matching and Prompt-Based Open Set Adaptation IJCAI 2025 DNB-AI-Project at SemEval-2025 Task 5: An LLM-Ensemble Approach for Automated Subject Indexing SemEval 2025 DocHPLT: A Massively Multilingual Document-Level Translation Dataset EMNLP 2025