Diffusion Models

DiffusionSfM: Predicting Structure and Motion via Ray Origin and Endpoint Diffusion CVPR 2025 Diffusion State-Guided Projected Gradient for Inverse Problems ICLR 2025 Diffusion Transformer meets Multi-level Wavelet Spectrum for Single Image Super-Resolution ICCV 2025 Diffusion Transformers for Tabular Data Time Series Generation ICLR 2025 DiffusionVLA: Scaling Robot Foundation Models via Unified Diffusion and Autoregression ICML 2025 DiffuSolve: Diffusion-based Solver for Non-convex Trajectory Optimization L4DC 2025 DiffVsgg: Diffusion-Driven Online Video Scene Graph Generation CVPR 2025 DiffVSR: Revealing an Effective Recipe for Taming Robust Video Super-Resolution Against Complex Degradations ICCV 2025 DiffZOO: A Purely Query-Based Black-Box Attack for Red-teaming Text-to-Image Generative Model via Zeroth Order Optimization NAACL 2025 DifIISR: A Diffusion Model with Gradient Guidance for Infrared Image Super-Resolution CVPR 2025 DIFIX3D+: Improving 3D Reconstructions with Single-Step Diffusion Models CVPR 2025 DiGA3D: Coarse-to-Fine Diffusional Propagation of Geometry and Appearance for Versatile 3D Inpainting ICCV 2025 Digging into Intrinsic Contextual Information for High-fidelity 3D Point Cloud Completion AAAI 2025 DiG: Scalable and Efficient Diffusion Models with Gated Linear Attention CVPR 2025 DiHuR: Diffusion-Guided Generalizable Human Reconstruction WACV 2025 DIIN: Diffusion Iterative Implicit Networks for Arbitrary-scale Super-resolution IJCAI 2025 DiMa: Understanding the Hardness of Online Matching Problems via Diffusion Models ICML 2025 DIME: Diffusion-Based Maximum Entropy Reinforcement Learning ICML 2025 DimensionX: Create Any 3D and 4D Scenes from a Single Image with Decoupled Video Diffusion ICCV 2025 Di[M]O: Distilling Masked Diffusion Models into One-step Generator ICCV 2025 DiMSOD: A Diffusion-Based Framework for Multi-Modal Salient Object Detection AAAI 2025 DiN: Diffusion Model for Robust Medical VQA with Semantic Noisy Labels CVPR 2025 DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation CVPR 2025 Direct Discriminative Optimization: Your Likelihood-Based Visual Generative Model is Secretly a GAN Discriminator ICML 2025 Direct Distributional Optimization for Provable Alignment of Diffusion Models ICLR 2025