Implementation of the Gumbel-Sigmoid distribution in PyTorch.
MegBox is an easy-to-use, well-rounded and safe toolbox of MegEngine. Aim to imporving usage experience and speeding up develop process.
Hyperspectral unmixing using Variational Autoencoders with Dirichlet latent distributions, achieving state-of-the-art performance on endembers and abundances reconstruction.
Replication of the research paper titled Auto-Encoding Variational Bayes.
A PyTorch implementation of a β-Variational Autoencoder (β-VAE) for disentangled representation learning and image generation on the Fashion-MNIST dataset. This repository showcases how β-VAE can achieve disentanglement in its latent space, a crucial concept for interpretability in generative models.
Implementing Variational Autoencoder and explored the importance of each part of its loss function.
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