Domain Adaptation

Debiased Distillation for Consistency Regularization AAAI 2025 Debiased Teacher for Day-to-Night Domain Adaptive Object Detection ICCV 2025 Debiasing Multilingual LLMs in Cross-lingual Latent Space EMNLP 2025 Deciphering Cross-Modal Alignment in Large Vision-Language Models via Modality Integration Rate ICCV 2025 Deciphering the Complaint Aspects: Towards an Aspect-Based Complaint Identification Model with Video Complaint Dataset in Finance WACV 2025 Decoding the Rule Book: Extracting Hidden Moderation Criteria from Reddit Communities EMNLP 2025 Decompositional Neural Scene Reconstruction with Generative Diffusion Prior CVPR 2025 Decouple and Track: Benchmarking and Improving Video Diffusion Transformers For Motion Transfer ICCV 2025 Decouple Distortion from Perception: Region Adaptive Diffusion for Extreme-low Bitrate Perception Image Compression CVPR 2025 Decoupled Proxy Alignment: Mitigating Language Prior Conflict for Multimodal Alignment in MLLMs EMNLP 2025 DECT: Harnessing LLM-assisted Fine-Grained Linguistic Knowledge and Label-Switched and Label-Preserved Data Generation for Diagnosis of Alzheimer’s Disease AAAI 2025 DEEM: Diffusion models serve as the eyes of large language models for image perception ICLR 2025 Deep Opinion-Unaware Blind Image Quality Assessment by Learning and Adapting from Multiple Annotators IJCAI 2025 DeepRTL: Bridging Verilog Understanding and Generation with a Unified Representation Model ICLR 2025 Deep Streaming View Clustering ICML 2025 DELTA: Pre-Train a Discriminative Encoder for Legal Case Retrieval via Structural Word Alignment AAAI 2025 De-mark: Watermark Removal in Large Language Models ICML 2025 Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration ICLR 2025 Density Ratio Estimation with Conditional Probability Paths ICML 2025 DepMGNN: Matrixial Graph Neural Network for Video-based Automatic Depression Assessment AAAI 2025 Dequantified Diffusion-Schrödinger Bridge for Density Ratio Estimation ICML 2025 Derivative-Free Diffusion Manifold-Constrained Gradient for Unified XAI CVPR 2025 Describe, Adapt and Combine: Empowering CLIP Encoders for Open-set 3D Object Retrieval ICCV 2025 Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference EMNLP 2025 Detection-Friendly Nonuniformity Correction: A Union Framework for Infrared UAV Target Detection CVPR 2025