Diffusion Models

One Diffusion Step to Real-World Super-Resolution via Flow Trajectory Distillation ICML 2025 One Diffusion to Generate Them All CVPR 2025 One-for-More: Continual Diffusion Model for Anomaly Detection CVPR 2025 One Image is Worth a Thousand Words: A Usability Preservable Text-Image Collaborative Erasing Framework ICML 2025 One-Prompt-One-Story: Free-Lunch Consistent Text-to-Image Generation Using a Single Prompt ICLR 2025 One-Shot Heterogeneous Federated Learning with Local Model-Guided Diffusion Models ICML 2025 One-Shot Reference-based Structure-Aware Image to Sketch Synthesis AAAI 2025 One-Step Diffusion Policy: Fast Visuomotor Policies via Diffusion Distillation ICML 2025 One Step Diffusion via Shortcut Models ICLR 2025 One-Step Specular Highlight Removal with Adapted Diffusion Models ICCV 2025 One-Way Ticket: Time-Independent Unified Encoder for Distilling Text-to-Image Diffusion Models CVPR 2025 On Exact Bit-level Reversible Transformers Without Changing Architecture ICML 2025 Online Reward-Weighted Fine-Tuning of Flow Matching with Wasserstein Regularization ICLR 2025 On Statistical Rates of Conditional Diffusion Transformers: Approximation, Estimation and Minimax Optimality ICLR 2025 On the Asymptotic Mean Square Error Optimality of Diffusion Models AISTATS 2025 On the Feature Learning in Diffusion Models ICLR 2025 OOTDiffusion: Outfitting Fusion Based Latent Diffusion for Controllable Virtual Try-On AAAI 2025 OpenHumanVid: A Large-Scale High-Quality Dataset for Enhancing Human-Centric Video Generation CVPR 2025 OpenVid-1M: A Large-Scale High-Quality Dataset for Text-to-video Generation ICLR 2025 Optical-Flow Guided Prompt Optimization for Coherent Video Generation CVPR 2025 Optimal Denoising in Score-Based Generative Models: The Role of Data Regularity JMLR 2025 Optimal Stochastic Trace Estimation in Generative Modeling AISTATS 2025 Optimized View and Geometry Distillation from Multi-view Diffuser IJCAI 2025 Optimizing for the Shortest Path in Denoising Diffusion Model CVPR 2025 Optimizing Quantized Diffusion Models via Distillation with Cross-Timestep Error Correction AAAI 2025