# Diffusion models

16,572 papers in 14 research directions. Data through 7 Oct 2026.
HTML: https://mlsanity.com/diffusion/

## Directions (largest first)

- [Diffusion foundations and sampling](https://mlsanity.com/diffusion/diffusion-foundations-and-sampling/index.md): 2,909 papers, 14 new this week
- [Image generation, text-to-image and editing](https://mlsanity.com/diffusion/image-generation-text-to-image-and-editing/index.md): 2,401 papers, 6 new this week
- [Flow matching, time series and science](https://mlsanity.com/diffusion/flow-matching-time-series-and-science/index.md): 1,679 papers, 16 new this week
- [3D, point cloud and scene generation](https://mlsanity.com/diffusion/3d-point-cloud-and-scene-generation/index.md): 1,593 papers, 4 new this week
- [Diffusion and flow policies for robotics](https://mlsanity.com/diffusion/diffusion-and-flow-policies-for-robotics/index.md): 1,490 papers, 14 new this week
- [Medical imaging and segmentation](https://mlsanity.com/diffusion/medical-imaging-and-segmentation/index.md): 1,329 papers, 5 new this week
- [Video generation](https://mlsanity.com/diffusion/video-generation/index.md): 1,316 papers, 6 new this week
- [Inverse problems and image restoration](https://mlsanity.com/diffusion/inverse-problems-and-image-restoration/index.md): 1,043 papers, 8 new this week
- [Robustness, privacy and adversarial aspects](https://mlsanity.com/diffusion/robustness-privacy-and-adversarial-aspects/index.md): 928 papers, 2 new this week
- [Audio, speech and music](https://mlsanity.com/diffusion/audio-speech-and-music/index.md): 891 papers, 2 new this week
- [Discrete and text diffusion](https://mlsanity.com/diffusion/discrete-and-text-diffusion/index.md): 681 papers, 11 new this week
- [Diffusion for compression and wireless](https://mlsanity.com/diffusion/diffusion-for-compression-and-wireless/index.md): 214 papers, 1 new this week
- [Diffusion recommenders](https://mlsanity.com/diffusion/diffusion-recommenders/index.md): 83 papers, 0 new this week
- [Sign language production](https://mlsanity.com/diffusion/sign-language-production/index.md): 15 papers, 0 new this week