Diffusion Models

ORAL: Prompting Your Large-Scale LoRAs via Conditional Recurrent Diffusion EMNLP 2025 Orchid: Image Latent Diffusion for Joint Appearance and Geometry Generation ICCV 2025 Origin Identification for Text-Guided Image-to-Image Diffusion Models ICML 2025 OSDFace: One-Step Diffusion Model for Face Restoration CVPR 2025 OSMamba: Omnidirectional Spectral Mamba with Dual-Domain Prior Generator for Exposure Correction CVPR 2025 OSV: One Step is Enough for High-Quality Image to Video Generation CVPR 2025 OT-StainNet: Optimal Transport Driven Semantic Matching for Weakly Paired H&E-to-IHC Stain Transfer AAAI 2025 Ouroboros3D: Image-to-3D Generation via 3D-aware Recursive Diffusion CVPR 2025 Ouroboros-Diffusion: Exploring Consistent Content Generation in Tuning-free Long Video Diffusion AAAI 2025 Ouroboros: Single-step Diffusion Models for Cycle-consistent Forward and Inverse Rendering ICCV 2025 OuroMamba: A Data-Free Quantization Framework for Vision Mamba ICCV 2025 Outsourced Diffusion Sampling: Efficient Posterior Inference in Latent Spaces of Generative Models ICML 2025 Overcoming False Illusions in Real-World Face Restoration with Multi-Modal Guided Diffusion Model ICLR 2025 OZSpeech: One-step Zero-shot Speech Synthesis with Learned-Prior-Conditioned Flow Matching ACL 2025 PACA: Prespective-Aware Cross-Attention Representation for Zero-Shot Scene Rearrangement WACV 2025 Padding Tone: A Mechanistic Analysis of Padding Tokens in T2I Models NAACL 2025 Paint by Inpaint: Learning to Add Image Objects by Removing Them First CVPR 2025 PanoDiT: Panoramic Videos Generation with Diffusion Transformer AAAI 2025 Panorama Generation From NFoV Image Done Right CVPR 2025 PanSplat: 4K Panorama Synthesis with Feed-Forward Gaussian Splatting CVPR 2025 Parallel Simulation for Log-concave Sampling and Score-based Diffusion Models ICML 2025 Parametric Shadow Control for Portrait Generation in Text-to-Image Diffusion Models ICCV 2025 PaRa: Personalizing Text-to-Image Diffusion via Parameter Rank Reduction ICLR 2025 ParaSolver: A Hierarchical Parallel Integral Solver for Diffusion Models ICLR 2025 PartGen: Part-level 3D Generation and Reconstruction with Multi-view Diffusion Models CVPR 2025