diffusion model

DMGD: Train-Free Dataset Distillation with Semantic-Distribution Matching in Diffusion Models CVPR 2026 dMLLM-TTS: Self-Verified and Efficient Test-Time Scaling for Diffusion Multi-Modal Large Language Models CVPR 2026 DNF-SR: Dual-Input and Negative-Aware Feature Fine-Tuning for Real-World Image Super-Resolution CVPR 2026 DocWaveDiff: A Predict-and-Refine approach for Document Image Enhancement with Wavelet U-Nets and Diffusion models WACV 2026 DODA: Adapting Object Detectors to Dynamic Agricultural Environments in Real-Time with Diffusion WACV 2026 DogFit: Domain-guided Fine-tuning for Efficient Transfer Learning of Diffusion Models AAAI 2026 Do Less, Achieve More: Do We Need Every-Step Optimization for RL Fine-tuning of Diffusion Models? CVPR 2026 DOODLE: Diffusion-based Out-of-Distribution Learning for Open-set LiDAR Semantic Segmentation WACV 2026 DoTA: Latent Distribution Conditioned Data Attribution for Diffusion Models WACV 2026 Do You Have Freestyle? Expressive Humanoid Locomotion via Audio Control CVPR 2026 DragNeXt: Rethinking Drag-Based Image Editing AAAI 2026 DreamStereo: Towards Real-Time Stereo Inpainting for HD Videos CVPR 2026 DRiffusion: Draft-and-Refine Process Parallelizes Diffusion Models with Ease CVPR 2026 DriveFlow: Rectified Flow Adaptation for Robust 3D Object Detection in Autonomous Driving AAAI 2026 DrivePTS: A Progressive Learning Framework with Textual and Structural Enhancement for Driving Scene Generation CVPR 2026 DRM: Diffusion-based Reward Model With Step-wise Guidance CVPR 2026 DTG-Restore: Training-Free Diffusion Refinement for Generative Video Super-Resolution CVPR 2026 Dual Ascent Diffusion for Inverse Problems CVPR 2026 Dual-Seed Evolutionary Algorithm for Noise Optimization in Diffusion Models AAAI 2026 DuoCast: Duo-Probabilistic Diffusion for Precipitation Nowcasting AAAI 2026 DuoMo: Dual Motion Diffusion for World-Space Human Reconstruction CVPR 2026 DynFusion: Rethinking Condition Fusion for Adaptive Multi-Conditional Text-to-Image Generation CVPR 2026 DySy-Det: A Synergistic Framework with Dynamic Reconstruction-Path Consistency for AI-Generated Image Detection AAAI 2026 EasyOmnimatte: Taming Pretrained Inpainting Diffusion Models for End-to-End Video Layered Decompositio CVPR 2026 EchoMimicV3: 1.3B Parameters Are All You Need for Unified Multi-Modal and Multi-Task Human Animation AAAI 2026