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Top 5 gumbel-softmax open source projects

A Collection of Variational Autoencoders (VAE) in PyTorch.

✭ 2,704

python deep-learning pytorch architecture vae reproducible-research beta-vae paper-implementations gumbel-softmax celeba-dataset wae variational-autoencoders pytorch-implementation dfc-vae iwae vqvae vae-implementation pytorch-vae

VAE-Gumbel-Softmax

An implementation of a Variational-Autoencoder using the Gumbel-Softmax reparametrization trick in TensorFlow (tested on r1.5 CPU and GPU) in ICLR 2017.

✭ 66

python tensorflow mnist vae deeplearning variational-autoencoder gumbel-softmax

seq3

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

✭ 121

python shell autoencoder summarization seq2seq gumbel-softmax abstractive-summarization sentence-compression seq2seq2seq

vae-concrete

Keras implementation of a Variational Auto Encoder with a Concrete Latent Distribution

✭ 51

python keras vae concrete variational-autoencoder gumbel-softmax

tf-attend-infer-repeat

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

✭ 44

python computer-vision tensorflow rnn gumbel-softmax attend-infer-repeat concrete-distribution multi-mnist

1-5 of 5 gumbel-softmax projects