Diffusion Models

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder AAAI 2025 DreamFuse: Adaptive Image Fusion with Diffusion Transformer ICCV 2025 DreaMo: Articulated 3D Reconstruction from a Single Casual Video WACV 2025 DreamOmni: Unified Image Generation and Editing CVPR 2025 DreamPhysics: Learning Physics-Based 3D Dynamics with Video Diffusion Priors AAAI 2025 DreamRelation: Bridging Customization and Relation Generation CVPR 2025 DreamRenderer: Taming Multi-Instance Attribute Control in Large-Scale Text-to-Image Models ICCV 2025 DreamText: High Fidelity Scene Text Synthesis CVPR 2025 Dream-to-Recon: Monocular 3D Reconstruction with Diffusion-Depth Distillation from Single Images ICCV 2025 DRiVE: Diffusion-based Rigging Empowers Generation of Versatile and Expressive Characters CVPR 2025 DriveEditor: A Unified 3D Information-Guided Framework for Controllable Object Editing in Driving Scenes AAAI 2025 DriveGEN: Generalized and Robust 3D Detection in Driving via Controllable Text-to-Image Diffusion Generation CVPR 2025 DriveScape: High-Resolution Driving Video Generation by Multi-View Feature Fusion CVPR 2025 Driving View Synthesis on Free-form Trajectories with Generative Prior ICCV 2025 DropletVideo: A Dataset and Approach to Explore Integral Spatio-Temporal Consistent Video Generation ICCV 2025 DSO: Aligning 3D Generators with Simulation Feedback for Physical Soundness ICCV 2025 DS-VLM: Diffusion Supervision Vision Language Model ICML 2025 DTGBrepGen: A Novel B-rep Generative Model through Decoupling Topology and Geometry CVPR 2025 Dual Conditioned Motion Diffusion for Pose-Based Video Anomaly Detection AAAI 2025 Dual Diffusion for Unified Image Generation and Understanding CVPR 2025 Dual-Expert Consistency Model for Efficient and High-Quality Video Generation ICCV 2025 Dual-Granularity Semantic Guided Sparse Routing Diffusion Model for General Pansharpening CVPR 2025 Dual Prompting Image Restoration with Diffusion Transformers CVPR 2025 DualReal: Adaptive Joint Training for Lossless Identity-Motion Fusion in Video Customization ICCV 2025 Dual Recursive Feedback on Generation and Appearance Latents for Pose-Robust Text-to-Image Diffusion ICCV 2025