6 results found Sort:

AntixK
PyTorch-VAE AntixK
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
clementchadebec
benchmark_VAE clementchadebec
155
1.7k
apache-2.0
18
Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)
vae vq-vae pytorch vae-gan beta-vae pixel-cnn comparison vae-pytorch benchmarking reproducibility normalizing-flows vae-implementation reproducible-research variational-autoencoder wasserstein-autoencoder
Created 2021-10-02
371 commits to main branch, last one about a month ago
YannDubs
disentangling-vae YannDubs
145
771
other
15
Experiments for understanding disentanglement in VAE latent representations
vae mnist celeba pytorch beta-vae dsprites beta-tcvae factor-vae deep-learning fashion-mnist chairs-dataset disentanglement reproducible-research unsupervised-learning representation-learning variational-autoencoder disentangled-representations
Created 2019-01-30
270 commits to master branch, last one about a year ago
google-deepmind
dsprites-dataset google-deepmind
70
469
apache-2.0
16
Dataset to assess the disentanglement properties of unsupervised learning methods
vae dataset beta-vae dsprites disentanglement
Created 2017-05-09
3 commits to master branch, last one 7 years ago
EugenHotaj
pytorch-generative EugenHotaj
62
407
mit
14
Easy generative modeling in PyTorch.
vd-vae vq-vae beta-vae pixelcnn image-gpt pixelsnail image-generation generative-models pytorch-generative paper-implementations variational-autoencoders autoregressive-neural-networks
Created 2020-03-25
315 commits to master branch, last one 8 months ago
tvhahn
ml-tool-wear tvhahn
23
54
mit
3
Anomaly detection on the UC Berkeley milling data set using a disentangled-variational-autoencoder (beta-VAE). Replication of results as described in article "Self-Supervised Learning for Tool Wear Mo...
trend recall milling beta-vae precision masc-thesis deep-learning latent-spaces anomaly-detection tool-wear-monitoring advanced-manufacturing tool-condition-monitoring machinery-condition-monitoring
Created 2020-08-21
66 commits to master branch, last one 3 years ago