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GitHub topics: reparameterization-trick

AngelosNal/PyTorch-Gumbel-Sigmoid

Implementation of the Gumbel-Sigmoid distribution in PyTorch.

Language: Python - Size: 2.93 KB - Last synced: about 2 months ago - Pushed: almost 2 years ago - Stars: 8 - Forks: 1

Asthestarsfalll/MegBox

MegBox is an easy-to-use, well-rounded and safe toolbox of MegEngine. Aim to imporving usage experience and speeding up develop process.

Language: Python - Size: 200 KB - Last synced: about 2 months ago - Pushed: about 1 year ago - Stars: 6 - Forks: 0

elaysason/Variational-Autoencoder-Exploration-With-MINST

Implementing Variational Autoencoder and explored the importance of each part of its loss function.

Language: Jupyter Notebook - Size: 522 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

mark-antal-csizmadia/DD2434-VAE-Project

Replication of the research paper titled Auto-Encoding Variational Bayes.

Language: Python - Size: 8.35 MB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

Related Keywords
reparameterization-trick 4 variational-autoencoder 2 autoencoder 1 bayes 1 decoder 1 elbo 1 encoder 1 generative-model 1 keras 1 kl-divergence 1 latent-space 1 marginal-likelihood 1 python 1 reconstruction 1 tensorflow 1 tensorflow2 1 variational-inference 1 variational-lower-bound 1 mnist-classification 1 mnist 1 deep-learning 1 transformer 1 toolbox 1 megengine 1 helper 1 convolutional-layers 1 common-used-utils 1 attention 1 straight-through-gradient 1 pytorch 1 gumbel-softmax 1 gumbel-sigmoid 1 gumbel-distribution 1