Diffusion Models

Self-Supervised Diffusion MRI Denoising via Iterative and Stable Refinement ICLR 2025 Self-Supervised Pre-Training with Diffusion Model for Few-Shot Landmark Detection in X-Ray Images WACV 2025 Self-Supervised Synthetic Cerebral Vessel Tree Generation using Semantic Signed Distance Fields MIDL 2025 SemanticDraw: Towards Real-Time Interactive Content Creation from Image Diffusion Models CVPR 2025 Semantic-Guided Diffusion Model for Single-Step Image Super-Resolution IJCAI 2025 Semantic-Space-Intervened Diffusive Alignment for Visual Classification IJCAI 2025 Semantic Watermarking Reinvented: Enhancing Robustness and Generation Quality with Fourier Integrity ICCV 2025 Semantix: An Energy-guided Sampler for Semantic Style Transfer ICLR 2025 SemiDFL: A Semi-Supervised Paradigm for Decentralized Federated Learning AAAI 2025 SemlaFlow – Efficient 3D Molecular Generation with Latent Attention and Equivariant Flow Matching AISTATS 2025 Sequential Controlled Langevin Diffusions ICLR 2025 SerialGen: Personalized Image Generation by First Standardization Then Personalization CVPR 2025 SGDiff: Scene Graph Guided Diffusion Model for Image Collaborative SegCaptioning AAAI 2025 SGD: Street View Synthesis with Gaussian Splatting and Diffusion Prior WACV 2025 SG-I2V: Self-Guided Trajectory Control in Image-to-Video Generation ICLR 2025 SG-LDM: Semantic-Guided LiDAR Generation via Latent-Aligned Diffusion ICCV 2025 ShapeMorph: 3D Shape Completion via Blockwise Discrete Diffusion WACV 2025 ShapeWords: Guiding Text-to-Image Synthesis with 3D Shape-Aware Prompts CVPR 2025 Shaping a Stabilized Video by Mitigating Unintended Changes for Concept-Augmented Video Editing IJCAI 2025 SharpDepth: Sharpening Metric Depth Predictions Using Diffusion Distillation CVPR 2025 Sharp-It: A Multi-view to Multi-view Diffusion Model for 3D Synthesis and Manipulation CVPR 2025 ShEPhERD: Diffusing shape, electrostatics, and pharmacophores for bioisosteric drug design ICLR 2025 Shielded Diffusion: Generating Novel and Diverse Images using Sparse Repellency ICML 2025 Shift the Lens: Environment-Aware Unsupervised Camouflaged Object Detection CVPR 2025 Shining Yourself: High-Fidelity Ornaments Virtual Try-on with Diffusion Model CVPR 2025