[MICCAI 2024] Codebase for "Stable Diffusion Segmentation for Biomedical Images with Single-step Reverse Process"
☆112Jun 20, 2025Updated 8 months ago
Alternatives and similar repositories for Stable-Diffusion-Seg
Users that are interested in Stable-Diffusion-Seg are comparing it to the libraries listed below
Sorting:
- ☆56Apr 3, 2024Updated last year
- The official implement of paper CriDiff: Criss-cross Injection Diffusion Framework via Generative Pre-train for Prostate Segmentation.☆18Apr 15, 2025Updated 10 months ago
- [MICCAI' 24] DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image Segmentation☆63Dec 7, 2025Updated 2 months ago
- Conditional diffusion model with spatial attention and latent embedding for medical image segmentation☆44Jul 1, 2025Updated 8 months ago
- Accepted in CVPR 2023☆214Jun 6, 2023Updated 2 years ago
- ☆23Oct 4, 2024Updated last year
- Diff-SFCT: A Diffusion Model with Spatial-Frequency Cross Transformer for Medical Image Segmentation☆10Apr 15, 2024Updated last year
- Using Diffusion Models to Segment/Reconstruct Organs from Medical Images [AAAI Most influential Paper]☆1,348Sep 10, 2025Updated 5 months ago
- ☆31Jul 14, 2024Updated last year
- ☆132Jun 26, 2024Updated last year
- [MICCAI 2023] DermoSegDiff: A Boundary-aware Segmentation Diffusion Model for Skin Lesion Delineation☆87Jun 27, 2024Updated last year
- 【MICCAI 2024, Early Accept】Enhancing Label-efficient Medical Image Segmentation with Text-guided Diffusion Models☆31Sep 10, 2024Updated last year
- [ECCV'24] Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation☆50Jul 29, 2024Updated last year
- Multi-consistency for Semi-Supervised medical Image Segmentation with Diffusion Model☆10Feb 23, 2025Updated last year
- SDCL: Students Discrepancy-Informed Correction Learning for Semi-supervised Medical Image Segmentation☆40Nov 17, 2024Updated last year
- Diff-UNet: A Diffusion Embedded Network for Volumetric Segmentation. (using diffusion for 3D medical image segmentation)☆191Mar 22, 2024Updated last year
- Using learned visual representations from diffusion models for brain tumor segmentation.☆20Jul 20, 2023Updated 2 years ago
- [ICRA 2025] Polyp-Gen: Realistic and Diverse Polyp Image Generation for Endoscopic Dataset Expansion☆24Feb 5, 2026Updated 3 weeks ago
- ☆14Feb 27, 2024Updated 2 years ago
- for reproducibility of VCM☆11Mar 11, 2025Updated 11 months ago
- Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)☆2,049Nov 17, 2025Updated 3 months ago
- Adaptive Latent Diffusion Model for 3D Medical Image☆188Jan 9, 2026Updated last month
- ☆17Nov 11, 2024Updated last year
- Official code repository for Med-TTT.☆17Jun 30, 2025Updated 8 months ago
- ☆44Apr 22, 2025Updated 10 months ago
- [CVPR 2024] Generalizable Tumor Synthesis - Realistic Synthetic Tumors in Liver, Pancreas, and Kidney☆206Feb 18, 2026Updated 2 weeks ago
- Medical Image Segmentation Method Based on Swin Transformer with Diffusion Probabilistic Model☆15Feb 25, 2024Updated 2 years ago
- [NeurIPS'24] Unleashing the Potential of the Diffusion Model in Few-shot Semantic Segmentation (Diffews)☆48Apr 14, 2025Updated 10 months ago
- Official repository of "Diffusion Adversarial Representation Learning for Self-supervised Vessel Segmentation", ICLR 2023.☆68May 29, 2023Updated 2 years ago
- This repo contains the code and model weights for Polyp-SAM☆31Jun 15, 2023Updated 2 years ago
- [AAAI 2025] Official repository of Generative Medical Segmentation☆71Oct 16, 2025Updated 4 months ago
- [MICCAI 2024] Easy diffusion models (optionally with segmentation guidance) for medical images and beyond.☆211Jun 18, 2025Updated 8 months ago
- ☆37Jan 26, 2026Updated last month
- ☆20Oct 3, 2024Updated last year
- One-Prompt to Segment All Medical Images [CVPR 2024]☆140Jun 14, 2024Updated last year
- [IEEE TIM 2024] Partition A Medical Image: Extracting Multiple Representative Sub-Regions for Few-shot Medical Image Segmentation☆18Oct 10, 2024Updated last year
- ☆60Aug 27, 2024Updated last year
- This is the codebase for MD-Dose: A diffusion model based on the Mamba for radiation dose prediction☆35Jun 22, 2025Updated 8 months ago
- The official codes for the work "MSVM-UNet: Multi-Scale Vision Mamba UNet for Medical Image Segmentation".☆67Dec 8, 2025Updated 2 months ago