lucidrains/denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

Pythondeep-learningartificial-intelligencegenerative-modelscore-matching
This is stars and forks stats for /lucidrains/denoising-diffusion-pytorch repository. As of 03 May, 2024 this repository has 5522 stars and 717 forks.

Denoising Diffusion Probabilistic Model, in Pytorch Implementation of Denoising Diffusion Probabilistic Model in Pytorch. It is a new approach to generative modeling that may have the potential to rival GANs. It uses denoising score matching to estimate the gradient of the data distribution, followed by Langevin sampling to sample from the true distribution. This implementation was transcribed from the official Tensorflow version here Youtube AI Educators - Yannic Kilcher | AI Coffeebreak with Letitia...
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