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Diffusion models

2015

Learn to reverse a noising process. Sohl-Dickstein 2015, DDPM 2020, latent diffusion 2021. Stable Diffusion, DALL-E 2, Sora.

Connections

Introduced in 1

Denoising Diffusion Probabilistic Models2020

Used by 2

High-Resolution Image Synthesis with Latent Diffusion Models2021
Stable Diffusion2022

Preceded by 1

Generative adversarial network2014

Facts

Date: 2015
Era: Deep learning

Sources: AI4U editorial.

AI4U Atlas. Built from Wikidata, arXiv, OpenAlex, the Epoch AI notable models dataset (CC BY), the Hugging Face Hub and OpenRouter, plus our own writing.

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