Diffusion Models

PatchScene: Patch-based Voxel Diffusion Model for Large-Scale Scene Completion CVPR 2026 PAVAS: Physics-Aware Video-to-Audio Synthesis CVPR 2026 PepCCD: A Contrastive Conditioned Diffusion Framework for Target-Specific Peptide Generation AAAI 2026 PersonaLive! Expressive Portrait Image Animation for Live Streaming CVPR 2026 Personalized Federated Training of Diffusion Models with Privacy Guarantees CVPR 2026 PFAvatar: Pose-Fusion 3D Personalized Avatar Reconstruction from Real-World Outfit-of-the-Day Photos AAAI 2026 P-Flow: Prompting Visual Effects Generation CVPR 2026 PG-VTON: Single-Pass Training-Free Virtual Try-On via Patch-Guided Reference Alignment CVPR 2026 PHAC: Promptable Human Amodal Completion CVPR 2026 Phased DMD: Few-step Distribution Matching Distillation via Score Matching within Subintervals CVPR 2026 Phased One-Step Adversarial Equilibrium for Video Diffusion Models AAAI 2026 PhyCo: Learning Controllable Physical Priors for Generative Motion CVPR 2026 PhyOceanCast: Global Ocean Forecasting with Physics-Informed Diffusion CVPR 2026 Physically-Informed Flow Matching with Graph Neural Networks for Complex Fluid Dynamics AAAI 2026 Physical Simulator In-the-Loop Video Generation CVPR 2026 Physics-Consistent Diffusion for Efficient Fluid Super-Resolution via Multiscale Residual Correction CVPR 2026 PipeDiT: Accelerating Diffusion Transformers in Video Generation with Task Pipelining and Model Decoupling AAAI 2026 PixelDiT: Pixel Diffusion Transformers for Image Generation CVPR 2026 Pixel Motion Diffusion is What We Need for Robot Control CVPR 2026 PixelRush: Ultra-Fast, Training-Free High-Resolution Image Generation via One-step Diffusion CVPR 2026 PLACID: Identity-Preserving Multi-Object Compositing via Video Diffusion with Synthetic Trajectories CVPR 2026 PlannerRFT: Reinforcing Diffusion Planners through Closed-Loop and Sample-Efficient Fine-Tuning CVPR 2026 Plenoptic Video Generation CVPR 2026 Plot’n Polish: Zero-Shot Story Visualization and Disentangled Editing with Text-to-Image Diffusion Models AAAI 2026 Pluggable Pruning with Contiguous Layer Distillation for Diffusion Transformers CVPR 2026