Diffusion Models

Not All Parameters Matter: Masking Diffusion Models for Enhancing Generation Ability CVPR 2025 Not All Prompts Are Made Equal: Prompt-based Pruning of Text-to-Image Diffusion Models ICLR 2025 No Training, No Problem: Rethinking Classifier-Free Guidance for Diffusion Models ICLR 2025 Novel View Synthesis with Pixel-Space Diffusion Models CVPR 2025 NVComposer: Boosting Generative Novel View Synthesis with Multiple Sparse and Unposed Images CVPR 2025 NVS-Solver: Video Diffusion Model as Zero-Shot Novel View Synthesizer ICLR 2025 ObjectMate: A Recurrence Prior for Object Insertion and Subject-Driven Generation ICCV 2025 O(d/T) Convergence Theory for Diffusion Probabilistic Models under Minimal Assumptions ICLR 2025 O(d/T) Convergence Theory for Diffusion Probabilistic Models under Minimal Assumptions JMLR 2025 OFER: Occluded Face Expression Reconstruction CVPR 2025 OLiDM: Object-aware LiDAR Diffusion Models for Autonomous Driving AAAI 2025 Omegance: A Single Parameter for Various Granularities in Diffusion-Based Synthesis ICCV 2025 OmiAD: One-Step Adaptive Masked Diffusion Model for Multi-class Anomaly Detection via Adversarial Distillation ICML 2025 OminiControl: Minimal and Universal Control for Diffusion Transformer ICCV 2025 OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models ICCV 2025 OmniDiffusion: Reformulating 360 Monocular Depth Estimation using Semantic and Surface Normal Conditioned Diffusion WACV 2025 OmniEdit: Building Image Editing Generalist Models Through Specialist Supervision ICLR 2025 OmniGen: Unified Image Generation CVPR 2025 OmniHuman-1: Rethinking the Scaling-Up of One-Stage Conditioned Human Animation Models ICCV 2025 OmniMark: Efficient and Scalable Latent Diffusion Model Fingerprinting AAAI 2025 OmniPaint: Mastering Object-Oriented Editing via Disentangled Insertion-Removal Inpainting ICCV 2025 Omni-Scene: Omni-Gaussian Representation for Ego-Centric Sparse-View Scene Reconstruction CVPR 2025 OmniVTON: Training-Free Universal Virtual Try-On ICCV 2025 OMS: One More Step Noise Searching to Enhance Membership Inference Attacks for Diffusion Models IJCAI 2025 On Denoising Walking Videos for Gait Recognition CVPR 2025