Diffusion Models

PlugMark: A Plug-in Zero-Watermarking Framework for Diffusion Models ICCV 2025 PnP-Flow: Plug-and-Play Image Restoration with Flow Matching ICLR 2025 PocoLoco: A Point Cloud Diffusion Model of Human Shape in Loose Clothing WACV 2025 Poetry in Pixels: Prompt Tuning for Poem Image Generation via Diffusion Models COLING 2025 Point-Based Shape Representation Generation with a Correspondence-Preserving Diffusion Model MIDL 2025 Point Cloud Upsampling Using Conditional Diffusion Module with Adaptive Noise Suppression CVPR 2025 PolarAnything: Diffusion-based Polarimetric Image Synthesis ICCV 2025 PolarFree: Polarization-based Reflection-Free Imaging CVPR 2025 PolyConf: Unlocking Polymer Conformation Generation through Hierarchical Generative Models ICML 2025 Ponimator: Unfolding Interactive Pose for Versatile Human-human Interaction Animation ICCV 2025 Population Aware Diffusion for Time Series Generation AAAI 2025 PoseLLaVA: Pose Centric Multimodal LLM for Fine-Grained 3D Pose Manipulation AAAI 2025 Pose-Star: Anatomy-Aware Editing for Open-World Fashion Images ICCV 2025 PoseTraj: Pose-Aware Trajectory Control in Video Diffusion CVPR 2025 Positive-Unlabeled Diffusion Models for Preventing Sensitive Data Generation ICLR 2025 POSTA: A Go-to Framework for Customized Artistic Poster Generation CVPR 2025 PostCast: Generalizable Postprocessing for Precipitation Nowcasting via Unsupervised Blurriness Modeling ICLR 2025 PostEdit: Posterior Sampling for Efficient Zero-Shot Image Editing ICLR 2025 Posterior Inference with Diffusion Models for High-dimensional Black-box Optimization ICML 2025 Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration ICLR 2025 PPDiff: Diffusing in Hybrid Sequence-Structure Space for Protein-Protein Complex Design ICML 2025 Pragmatist: Multiview Conditional Diffusion Models for High-Fidelity 3D Reconstruction from Unposed Sparse Views AAAI 2025 PrecipDiff: Leveraging Image Diffusion Models to Enhance Satellite-Based Precipitation Observations AAAI 2025 Predictive Red Teaming: Breaking Policies Without Breaking Robots CoRL 2025 Preference Diffusion for Recommendation ICLR 2025