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1.0k

6.1k

apache-2.0

43

A Collection of Variational Autoencoders (VAE) in PyTorch.

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

Created 2020-01-10

72 commits to master branch, last one 2 years ago

sqvae sony

19

166

apache-2.0

7

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

vae vq-vae pytorch bayesian gumbel-softmax generative-model machine-learning vector-quantization deep-generative-model variational-autoencoder

Created 2022-05-26

8 commits to main branch, last one about a year ago

seq3 cbaziotis

18

124

unknown

8

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

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

Created 2019-04-05

10 commits to master branch, last one 4 years ago

dgm_latent_bow FranxYao

14

124

mit

8

Implementation of NeurIPS 19 paper: Paraphrase Generation with Latent Bag of Words

gumbel-softmax deep-generative-model paraphrase-generation latent-variable-models natural-language-generation

Created 2019-07-29

18 commits to master branch, last one 2 years ago

Visual-Selective-VIO mingyuyng

18

93

unknown

3

Code for "Efficient Deep Visual and Inertial Odometry with Adaptive Visual Modality Selection", ECCV 2022

eccv2022 deep-learning gumbel-softmax visual-inertial-odometry

Created 2022-04-15

33 commits to main branch, last one about a year ago

Dynamic_JSCC mingyuyng

20

86

unknown

4

Codes for "Deep Joint Source-Channel Coding for Wireless Image Transmission with Adaptive Rate Control", ICASSP 2022

deep-jscc gumbel-softmax adaptive-learning

Created 2021-07-22

17 commits to main branch, last one about a year ago