Updated 6 months ago

rapidae • Rank 6.6 • Science 67%

Explore, compare and develop autoencoder models with a back-end agnostic framework

Updated 6 months ago

ima-vae • Rank 4.2 • Science 54%

This is the code for the paper Embrace the Gap: VAEs perform Independent Mechanism Analysis, showing that optimizing the ELBO is equivalent to optimizing the IMA-regularized log-likelihood under certain assumptions (e.g., small decoder variance).

Updated 5 months ago

https://github.com/alexeyev/keras-generating-sentences-from-a-continuous-space • Science 10%

Text Variational Autoencoder inspired by the paper 'Generating Sentences from a Continuous Space' Bowman et al. https://arxiv.org/abs/1511.06349