Variational Autoencoder - Model, ELBO, loss function and maths explained easily!
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Variational Autoencoder - Model, ELBO, loss function and maths explained easily!
A complete explanation of the Variational Autoencoder, a key component in Stable Diffusion models. I will show why we need it, the idea behind the ELBO, the problems in maximizing the ELBO, the loss function and explain the math derivations step by step. Link to the slides: https://github.com/hkproj/vae-from-scratch-notes Chapters 00:00 ...
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