Generative models: how diffusion works
This lesson was deferred for a long time as "not computable in a browser". Diffusion's mathematics is dimension-independent, so it was genuinely trained in 2D.
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Sources
- Ho, J., Jain, A. & Abbeel, P. 2020 · Denoising Diffusion Probabilistic Models · NeurIPS 2020
- Song, J., Meng, C. & Ermon, S. 2021 · Denoising Diffusion Implicit Models · ICLR 2021 · DDIM
- Rombach, R. et al. 2022 · High-Resolution Image Synthesis with Latent Diffusion Models · CVPR 2022 · Stable Diffusion
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