Latent diffusion model (English Wikipedia)

Sohl-Dickstein, Jascha; Weiss, Eric; Maheswaranathan, Niru; Ganguli, Surya (2015-06-01). "Deep Unsupervised Learning using Nonequilibrium Thermodynamics" (PDF). Proceedings of the 32nd International Conference on Machine Learning. 37. PMLR: 2256–2265. arXiv:1503.03585.
Song, Yang; Ermon, Stefano (2019). "Generative Modeling by Estimating Gradients of the Data Distribution". Advances in Neural Information Processing Systems. 32. Curran Associates, Inc. arXiv:1907.05600.
Rombach, Robin; Blattmann, Andreas; Lorenz, Dominik; Esser, Patrick; Ommer, Björn (2021-12-20). "High-Resolution Image Synthesis with Latent Diffusion Models". arXiv:2112.10752 [cs.CV].

github.com (Global: 383^rd place; English: 320^th place)

"The Annotated Diffusion Model". huggingface.co. Retrieved 2024-09-07.
"CompVis (CompVis)". huggingface.co. 2023-08-23. Retrieved 2024-03-06.
"runwayml/stable-diffusion-v1-5 · Hugging Face". huggingface.co. Archived from the original on September 21, 2023. Retrieved 2023-08-17.

Alammar, Jay. "The Illustrated Stable Diffusion". jalammar.github.io. Archived from the original on November 1, 2022. Retrieved 2022-10-31.

"U-Net for Stable Diffusion". U-Net for Stable Diffusion. Retrieved 2024-08-31.
"Transformer for Stable Diffusion U-Net". Transformer for Stable Diffusion U-Net. Retrieved 2024-09-07.

Sohl-Dickstein, Jascha; Weiss, Eric; Maheswaranathan, Niru; Ganguli, Surya (2015-06-01). "Deep Unsupervised Learning using Nonequilibrium Thermodynamics" (PDF). Proceedings of the 32nd International Conference on Machine Learning. 37. PMLR: 2256–2265. arXiv:1503.03585.

Song, Yang; Ermon, Stefano (2019). "Generative Modeling by Estimating Gradients of the Data Distribution". Advances in Neural Information Processing Systems. 32. Curran Associates, Inc. arXiv:1907.05600.
Ho, Jonathan; Jain, Ajay; Abbeel, Pieter (2020). "Denoising Diffusion Probabilistic Models". Advances in Neural Information Processing Systems. 33. Curran Associates, Inc.: 6840–6851.

Rombach, Robin; Blattmann, Andreas; Lorenz, Dominik; Esser, Patrick; Ommer, Björn (2022). High-Resolution Image Synthesis With Latent Diffusion Models. The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022. pp. 10684–10695.

"Stable Diffusion Repository on GitHub". CompVis - Machine Vision and Learning Research Group, LMU Munich. 17 September 2022. Archived from the original on January 18, 2023. Retrieved 17 September 2022.
Alammar, Jay. "The Illustrated Stable Diffusion". jalammar.github.io. Archived from the original on November 1, 2022. Retrieved 2022-10-31.
"runwayml/stable-diffusion-v1-5 · Hugging Face". huggingface.co. Archived from the original on September 21, 2023. Retrieved 2023-08-17.