vae-pytorch

[CVPR 2021 Oral] Official PyTorch implementation of Soft-IntroVAE from the paper "Soft-IntroVAE: Analyzing and Improving Introspective Variational Autoencoders"

pytorch vae image-generation density-estimation variational-autoencoder vae-pytorch cvpr2021 soft-introvae soft-intro-vae

UpdatedJun 27, 2022
Jupyter Notebook

ioangatop /srVAE

Star79

VAE with RealNVP prior and Super-Resolution VAE in PyTorch. Code release forhttps://arxiv.org/abs/2006.05218.

python3 pytorch generative-model vae representation-learning unsupervised-learning super-resolution cifar10 variational-autoencoder unsupervised-machine-learning cifar-10 vae-pytorch

UpdatedSep 1, 2020
Python

Victarry /Image-Generation-models

Star56

Generative models (GAN, VAE, Diffusion Models, Autoregressive Models) implemented with Pytorch, Pytorch_lightning and hydra.

computer-vision pytorch hydra generative-adversarial-network infogan pixelcnn image-generation gans gan-pytorch diffusion-models pytorch-lightning vae-pytorch

UpdatedMay 5, 2023
Python

moverseai /moai

Star52

moai is a PyTorch-based AI Model Development Kit (MDK) created to improve data-driven model workflows, design and reproducibility.

computer-vision deep-learning neural-network data-driven reproducible-research cnn pytorch artificial-intelligence hydra vae experimentation convolutional-neural-networks human-pose-estimation reproducibility depth-estimation mdk object-pose-estimation vae-pytorch

UpdatedMar 13, 2025
Python

eleGAN23 /QVAE

Star29

Official PyTorch implementation of A Quaternion-Valued Variational Autoencoder (QVAE).

entropy vae quaternions variational-autoencoder icassp generative-models variational-autoencoders entropy-measures vae-pytorch vaes pytorch-vae quaternion-neural-networks quaternion-domain

UpdatedMar 30, 2022
Python

munhouiani /GEE

Star26

Pytorch implementation of GEE: A Gradient-based Explainable Variational Autoencoder for Network Anomaly Detection

deep-learning jupyter jupyter-notebook pytorch pyspark autoencoder vae anomalydetection anomaly-detection pytorch-implementation pytorch-lightning vae-pytorch petastorm

UpdatedJul 7, 2022
Jupyter Notebook

yakhyo /pytorch-tutorials

Star25

🤖 | A collection of comprehensive PyTorch tutorials covering fundamental and advanced deep learning concepts

machine-learning tutorial deep-learning neural-network pytorch lstm style-transfer neural-networks vae resnet adversarial-networks fast-neural-style pytorch-tutorial pytorch-tutorials rnn-pytorch vae-pytorch lstm-pytorch

UpdatedJan 1, 2024
Jupyter Notebook

is0383kk /Dirichlet-VAE

Star22

Dirichlet-Variational Auto-Encoder by PyTorch

deep-learning pytorch vae variational-autoencoder dirichlet pytorch-implementation vae-pytorch paper-with-code dirichlet-vae

UpdatedMar 28, 2023
Jupyter Notebook

insdout /GMVAE-pytorch

Star20

Pytorch implementation of Gaussian Mixture Variational Autoencoder GMVAE

pytorch mnist gaussian-mixture-models variational-autoencoder gmvae latent-space vae-implementation vae-pytorch

UpdatedJun 23, 2024
Python

ema-marconato /reasoning-shortcuts

Star19

Codebase for the paper: Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts

concepts supervised-learning vae concept unsupervised-learning identifiability disentanglement disentangled-representations xai vae-pytorch neurosymbolic neurips2023

UpdatedMar 4, 2024
Python

moshesipper /vae-torch-celeba

Star17

A Variational Autoencoder in PyTorch for the CelebA Dataset.

torch autoencoder vae celeba variational-autoencoder celeba-dataset torchvision vae-pytorch

UpdatedNov 1, 2023
Python

williamcfrancis /Variational-Autoencoder-for-MNIST

Star13

Pytorch implementation of a Variational Autoencoder (VAE) that learns from the MNIST dataset and generates images of altered handwritten digits.

pytorch mnist vae handwritten-digit-recognition variational-autoencoder vae-pytorch

UpdatedJan 10, 2023
Jupyter Notebook

leonardopicchiami /molecular_synthesis_and_reconstruction

Star13

Deep Learning And Applied Artificial Intelligence Project 2019/2020 - Molecular Synthesis & Reconstruction

python machine-learning deep-learning pytorch colab vae synthesis reconstruction molecules deep-generative-model molecule-generation vae-pytorch molecular-generation

UpdatedAug 31, 2021
Jupyter Notebook

DaoyuanLi2816 /Molecule-Generator

Star11

Variational Autoencoder (VAE)-based molecular SMILES string generator

chemistry tokenizer molecular-simulation generative-model vae-pytorch smiles-strings ai4science

UpdatedJun 21, 2024
Python

hkproj /vae-from-scratch-notes

Star11

Notes about the video on the Variational Autoencoder

deep-learning pytorch vae variational-autoencoder vae-pytorch

UpdatedJun 7, 2023

AleFalla /Properties-to-molecules-Inverse-Mapping

Star9

Mapping properties to molecules in QM7-X

chemistry generative-model molecules explainable-ai vae-pytorch inverse-design

UpdatedAug 14, 2024
Jupyter Notebook

MaddipatlaVigneshSrinivas /Variational-Autoencoder

Star8

This repository contains code for VAE and CVAE using residual and inverse residual blocks

vae autoencoders variational-autoencoder vae-pytorch

UpdatedSep 12, 2021
Jupyter Notebook

HelloWorldLTY /CVQVAE

Star8

Codes for paper: CVQVAE: A REPRESENTATION LEARNING METHOD FOR MULTI-OMICS SINGLE CELL DATA INTEGRATION

deep-learning vae-pytorch singlecellgenomics

UpdatedDec 26, 2022
Python

Improve this page

Add a description, image, and links to thevae-pytorch topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with thevae-pytorch topic, visit your repo's landing page and select "manage topics."

Learn more

Movatterモバイル変換

Navigation Menu

Search code, repositories, users, issues, pull requests...

Provide feedback

Saved searches

Use saved searches to filter your results more quickly