Diffusion Models

ShortFT: Diffusion Model Alignment via Shortcut-based Fine-Tuning ICCV 2025 ShotAdapter: Text-to-Multi-Shot Video Generation with Diffusion Models CVPR 2025 ShowHowTo: Generating Scene-Conditioned Step-by-Step Visual Instructions CVPR 2025 Side Effects of Erasing Concepts from Diffusion Models EMNLP 2025 SigDiffusions: Score-Based Diffusion Models for Time Series via Log-Signature Embeddings ICLR 2025 SIGMAN: Scaling 3D Human Gaussian Generation with Millions of Assets ICCV 2025 Sign-IDD: Iconicity Disentangled Diffusion for Sign Language Production AAAI 2025 SigStyle: Signature Style Transfer via Personalized Text-to-Image Models AAAI 2025 Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation CVPR 2025 Silent Branding Attack: Trigger-free Data Poisoning Attack on Text-to-Image Diffusion Models CVPR 2025 SILMM: Self-Improving Large Multimodal Models for Compositional Text-to-Image Generation CVPR 2025 SILO: Solving Inverse Problems with Latent Operators ICCV 2025 SimAvatar: Simulation-Ready Avatars with Layered Hair and Clothing CVPR 2025 Simple and Critical Iterative Denoising: A Recasting of Discrete Diffusion in Graph Generation ICML 2025 Simple Guidance Mechanisms for Discrete Diffusion Models ICLR 2025 Simpler Diffusion: 1.5 FID on ImageNet512 with Pixel-space Diffusion CVPR 2025 Simple ReFlow: Improved Techniques for Fast Flow Models ICLR 2025 Simplifying Control Mechanism in Text-to-Image Diffusion Models AAAI 2025 Simplifying, Stabilizing and Scaling Continuous-time Consistency Models ICLR 2025 Simulation-Free Differential Dynamics Through Neural Conservation Laws UAI 2025 Simultaneous Multi-Robot Motion Planning with Projected Diffusion Models ICML 2025 SimuScope: Realistic Endoscopic Synthetic Dataset Generation through Surgical Simulation and Diffusion Models WACV 2025 SINGAPO: Single Image Controlled Generation of Articulated Parts in Objects ICLR 2025 Single Exposure Quantitative Phase Imaging with a Conventional Microscope Using Diffusion Models AAAI 2025 Single Image Rolling Shutter Removal with Diffusion Models AAAI 2025