Popular GitHub Repositories for Gumbel Softmax

Pytorch implementation of stochastically quantized variational autoencoder (SQ-VAE)

Source code for the NAACL 2019 paper "SEQ^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression"

TensorFlow GAN implementation using Gumbel Softmax

TensorFlow-based implementation of "Attend, Infer, Repeat" paper (Eslami et al., 2016, arXiv:1603.08575).

Code for TACL 2022 paper on Data-to-text Generation with Variational Sequential Planning

GAN-Based Text Generation

Black-box spike and slab variational inference, example with linear models

Keras, Tensorflow eager execution implementation of Categorical Variational Autoencoder

[Pytorch] Minimal implementation of a Variational Autoencoder (VAE) with Categorical Latent variables inspired from "Categorical Reparameterization with Gumbel-Softmax".