Diffusion Models

PnP-CM: Consistency Models as Plug-and-Play Priors for Inverse Problems CVPR 2026 Pointmap-Conditioned Diffusion for Consistent Novel View Synthesis WACV 2026 PointSLAM++: Robust Dense Neural Gaussian Point Cloud-based SLAM AAAI 2026 Points-to-3D: Structure-Aware 3D Generation with Point Cloud Priors CVPR 2026 Polarization Uncertainty-Guided Diffusion Model for Color Polarization Image Demosaicking AAAI 2026 Polyphony: Diffusion-based Dual-Hand Action Segmentation with Alternating Vision Transformer and Semantic Conditioning CVPR 2026 PortraitDirector: A Hierarchical Disentanglement Framework for Controllable and Real-time Facial Reenactment CVPR 2026 Pose-Diverse Multi-View Virtual Try-on from a Single Frontal Image via Diffusion Transformer WACV 2026 PositionIC: Unified Position and Identity Consistency for Image Customization CVPR 2026 PosterVerse: A Full-Workflow Framework for Commercial-Grade Poster Generation with HTML-Based Scalable Typography AAAI 2026 Precise Performance of Linear Denoisers in The Proportional Regime L4DC 2026 Pressure2Motion: Hierarchical Human Motion Reconstruction from Ground Pressure with Text Guidance CVPR 2026 Principled Self-Correction in Discrete Diffusion: A UCB-Guided Framework for Text Generation EACL 2026 Prior Refinement Is Better: Diffusion-Driven Graph Harmonization for Federated Graph Learning AAAI 2026 PR-IQA: Partial-Reference Image Quality Assessment for Diffusion-Based Novel View Synthesis CVPR 2026 PrITTI: Primitive-based Generation of Controllable and Editable 3D Semantic Urban Scenes CVPR 2026 PrivateEyes: Gaze-Preserving Anonymization for Data Sharing CVPR 2026 Probabilistic Precipitation Nowcasting with Rectified Flow Transformers CVPR 2026 Probing Functional Correctness in Diffusion Language Models ACL 2026 ProCache: Constraint-Aware Feature Caching with Selective Computation for Diffusion Transformer Acceleration AAAI 2026 ProcessMaker: A Generalized Process Visualization Framework with Adaptive Sequence Steps on Diffusion Transformers CVPR 2026 PROMO: Promptable Outfitting for Efficient High-Fidelity Virtual Try-On CVPR 2026 PromptEnhancer: Taming Your Rewriter for Text-to-Image Generation via Fine-Grained Reward CVPR 2026 PromptLoop: Plug-and-Play Prompt Refinement via Latent Feedback for Diffusion Model Alignment CVPR 2026 Property-Informed Diffusion-Based Text-to-Microstructure Generation CVPR 2026