Domain Adaptation

DoraCycle: Domain-Oriented Adaptation of Unified Generative Model in Multimodal Cycles CVPR 2025 Do Slides Help? Multi-modal Context for Automatic Transcription of Conference Talks EMNLP 2025 Doubly Contrastive Learning for Source-Free Domain Adaptive Person Search AAAI 2025 Doubly Protected Estimation for Survival Outcomes Utilizing External Controls for Randomized Clinical Trials ICML 2025 DPA: Dual Prototypes Alignment for Unsupervised Adaptation of Vision-Language Models WACV 2025 DPC: Dual-Prompt Collaboration for Tuning Vision-Language Models CVPR 2025 DPCore: Dynamic Prompt Coreset for Continual Test-Time Adaptation ICML 2025 DPL: Diverse Preference Learning Without A Reference Model NAACL 2025 Drawing Informative Gradients from Sources: A One-stage Transfer Learning Framework for Cross-city Spatiotemporal Forecasting AAAI 2025 Draw Your Mind: Personalized Generation via Condition-Level Modeling in Text-to-Image Diffusion Models ICCV 2025 DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation ICLR 2025 DREAM: Improving Video-Text Retrieval Through Relevance-Based Augmentation Using Large Foundation Models NAACL 2025 Drift-Adapter: A Practical Approach to Near Zero-Downtime Embedding Model Upgrades in Vector Databases EMNLP 2025 DrIFT: Autonomous Drone Dataset with Integrated Real and Synthetic Data Flexible Views and Transformed Domains WACV 2025 Driving by the Rules: A Benchmark for Integrating Traffic Sign Regulations into Vectorized HD Map CVPR 2025 DrKGC: Dynamic Subgraph Retrieval-Augmented LLMs for Knowledge Graph Completion across General and Biomedical Domains EMNLP 2025 DrugHash: Hashing Based Contrastive Learning for Virtual Screening AAAI 2025 Drug-TTA: Test-Time Adaptation for Drug Virtual Screening via Multi-task Meta-Auxiliary Learning ICML 2025 DTZO: Distributed Trilevel Zeroth Order Learning with Provable Non-Asymptotic Convergence ICML 2025 Dual-Agent Optimization framework for Cross-Domain Few-Shot Segmentation CVPR 2025 DualCast: A Model to Disentangle Aperiodic Events from Traffic Series IJCAI 2025 DualCP: Rehearsal-Free Domain-Incremental Learning via Dual-Level Concept Prototype AAAI 2025 Dual-Granularity Semantic Guided Sparse Routing Diffusion Model for General Pansharpening CVPR 2025 Dual-Rate Dynamic Teacher for Source-Free Domain Adaptive Object Detection ICCV 2025 Dual Semantic Guidance for Open Vocabulary Semantic Segmentation CVPR 2025