diffusion-models-eclipsed-gans-2022

IN premise — entries/2026/06/21/wiki-Deep_learning-chunk-2.md

Created 2026-06-21T09:55:50+00:00

Diffusion models (DALL-E 2, Stable Diffusion) eclipsed GANs for generative modeling from approximately 2022 onward

Dependents

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• IN generative-modeling-paradigm-succession — Generative modeling has seen a significant shift: GANs, introduced in 2014, were largely supplanted by diffusion models (such as DALL-E 2 and Stable Diffusion) from approximately 2022 onward, particularly for text-to-image generation, suggesting that even widely adopted adversarial training frameworks can be overtaken by alternative approaches.