Diffusion Models

Unsafe2Safe: Controllable Image Anonymization for Downstream Utility CVPR 2026 Unsupervised Monocular 3D Keypoint Discovery from Multi-View Diffusion Priors CVPR 2026 Unsupervised Multi-View Visual Anomaly Detection via Progressive Homography-Guided Alignment AAAI 2026 Unsupervised Segmentation by Diffusing, Walking and Cutting WACV 2026 Unsupervised Single-Channel Audio Separation with Diffusion Source Priors AAAI 2026 Vanast: Virtual Try-On with Human Image Animation via Synthetic Triplet Supervision CVPR 2026 VDE: Training-Free Accelerating Rectified Flow Model via Velocity Decomposition and Estimation CVPR 2026 VDFE: Difference-Aware 3D Scene Editing with Non-Intrusive Video Diffusion Priors for Multi-View Consistency and Efficiency CVPR 2026 VDOT: Efficient Unified Video Creation via Optimal Transport Distillation CVPR 2026 VectorSynth: Fine-Grained Satellite Image Synthesis with Structured Semantics WACV 2026 VEDA: Generation of 3D Molecules via Variance-Exploding Diffusion with Annealing AAAI 2026 Venom: Liquid Diffusion-Guided Gradient Inversion for Breaking Differential Privacy in Federated Learning AAAI 2026 VerseCrafter: Dynamic Realistic Video World Model with 4D Geometric Control CVPR 2026 VFace: A Training-Free Approach for Diffusion-Based Video Face Swapping WACV 2026 VGD: Value-Guided Diffusion Toward High-Utility Medical Image Segmentation AAAI 2026 VideoCoF: Unified Video Editing with Temporal Reasoner CVPR 2026 Video Echoed in Music: Semantic, Temporal, and Rhythmic Alignment for Video-to-Music Generation AAAI 2026 Video Generation with Stable Transparency via Shiftable RGB-A Distribution Learner CVPR 2026 VideoMaMa: Mask-Guided Video Matting via Generative Prior CVPR 2026 VideoSketcher: A Training-Free Approach for Coherent Video Sketch Transfer WACV 2026 VideoWeaver: Multimodal Multi-View Video-to-Video Transfer for Embodied Agents CVPR 2026 VideoWorld 2: Learning Transferable Knowledge from Real-world Videos CVPR 2026 ViHOI: Human-Object Interaction Synthesis with Visual Priors CVPR 2026 ViLearn: Accelerating Training Convergence of Image-to-3D Generation via Visibility Learning CVPR 2026 Virtual Multiplex Staining for Histological Images Using a Marker-Wise Conditioned Diffusion Model AAAI 2026