https://github.com/clementchadebec/benchmark_vae

Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)

benchmarking beta-vae comparison normalizing-flows pixel-cnn pytorch reproducibility reproducible-research vae vae-gan vae-implementation vae-pytorch variational-autoencoder vq-vae wasserstein-autoencoder

Last synced: 14 May 2025

https://github.com/clementchadebec/benchmark_VAE

Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)

benchmarking beta-vae comparison normalizing-flows pixel-cnn pytorch reproducibility reproducible-research vae vae-gan vae-implementation vae-pytorch variational-autoencoder vq-vae wasserstein-autoencoder

Last synced: 29 Apr 2025

https://github.com/chunyuanli/optimus

Optimus: the first large-scale pre-trained VAE language model

language-model pretrained-models vae vae-pytorch

Last synced: 06 Apr 2025

https://github.com/ioangatop/srvae

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

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

Last synced: 24 Dec 2025

https://github.com/moverseai/moai

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

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

Last synced: 20 Jan 2026

https://github.com/daoyuanli2816/molecule-generator

Variational Autoencoder (VAE)-based molecular SMILES string generator

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

Last synced: 10 Jun 2025

https://github.com/hkproj/vae-from-scratch-notes

Notes about the video on the Variational Autoencoder

deep-learning pytorch vae vae-pytorch variational-autoencoder

Last synced: 09 Apr 2025

https://github.com/is0383kk/symbolemergence-vae-gmm

Symbol emergence using Variational Auto-Encoder and Gaussian Mixture Model (Inter-GMM-VAE)~VAEを活用した実画像からの記号創発~

gaussian-mixture-models generative-ai gmm machine-learning multiagent-systems naming-game pytorch pytorch-implementation vae vae-implementation vae-pytorch variational-autoencoder

Last synced: 16 May 2026

https://github.com/koldim2001/generator_vae

Вариационный автоэнкодер для генерации цифр и предметов одежды

generator mnist-generation vae-cnn vae-pytorch

Last synced: 13 Apr 2025

https://github.com/broadinstitute/celligner2

A new version of the celligner package using VAEs. Inspired from the Theis lab's scArches.

alignment cancer-genomics machine-learning omics rna-seq vae-pytorch

Last synced: 11 Mar 2026

https://github.com/mad-sg/generative-ai-start-to-surrender

Generative AI: From Start to Surrender – A Practical Guide to Mastering and Struggling with AI Models

continuous-normalizing-flows ddpm diffusion energy-based-model flow-matching gan generative-ai nerf pytorch rectified-flow score-matching stylegan vae vae-pytorch

Last synced: 23 Aug 2025

https://github.com/deepmancer/diffusion-gan-vae-pytorch

A PyTorch implementation of various deep generative models, including Diffusion (DDPM), GAN, cGAN, and VAE.

conditional-diffusion conditional-gan conditional-generation diffusion-models fashion-mnist from-scratch generative-adversarial-network mnist pytorch vae-pytorch

Last synced: 27 Jul 2025

https://github.com/drishtiramesh/image-compression-and-regeneration-using-variational-autoencoders

autoencoder autoencoder-mnist compression-regeneration image-compression image-regeneration mnist pytorch pytorch-vae vae vae-pytorch

Last synced: 15 Apr 2026

https://github.com/shreyansh26/sentence-vae

A re-implementation of the Sentence VAE paper, Generating Sentences from a Continuous Space

gru rnn text-generation text-generation-using-rnn vae vae-implementation vae-pytorch

Last synced: 20 Feb 2026

https://github.com/Resh-97/MixSeq-Connecting-Macroscopic-Time-Series-Forecasting-with-Microscopic-Time-Series-Data

Testing the Reproducibility of the paper: MixSeq. Under the assumption that macroscopic time series follow a mixture distribution, they hypothesise that lower variance of constituting latent mixture components could improve the estimation of macroscopic time series.

arma comp6248 deepar multihead-attention reproducibility-challenge time-series vae-implementation vae-pytorch

Last synced: 26 Mar 2025

https://github.com/yassa9/doodlevae

Yet another disentangled VAE ... but for quick drawing doodles

deep-learning doodle face generative-ai latent-space latent-variable-models ml nn pytorch quickdr quickdraw-dataset vae vae-pytorch

Last synced: 15 May 2026

https://github.com/ioangatop/machinelearning

Implementation and analysis of core Machine Learning Algorithms from scratch.

bayesian baysian-inference classification expectation-maximization gaussian-processes ica independent-component-analysis jupyter-notebook logistic-regression machine-learning multiclass-logistic-regression neural-network numpy polynomial-regression python3 regression support-vector-machines svm-classifier vae vae-pytorch

Last synced: 13 Apr 2026

https://github.com/saravanabalagi/vae_visualization

A small, light and fast reactive web-based app to quickly visualize and analyze VAE embeddings.

embedding-visualization pytorch-lightning svelte vae vae-pytorch visualization web-app

Last synced: 05 Aug 2025

https://github.com/diwakar-346/doodlevae

Yet another disentangled VAE ... but for quick drawing doodles

deep-learning doodle face generative-ai latent-space latent-variable-models nn pytorch quickdr quickdraw-dataset vae vae-pytorch

Last synced: 23 Aug 2025

https://github.com/moshesipper/vae-torch-celeba

A Variational Autoencoder in PyTorch for the CelebA Dataset

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

Last synced: 27 May 2026

https://github.com/annettaqi/images-generation-using-gan-and-vae

Generate handwritten digits images using generative adversarial network

generative-adversarial-network vae-pytorch variational-autoencoder

Last synced: 24 Mar 2025

https://github.com/wiktorlazarski/edge-aware-face-autoencoder

👨‍🎨 Edge-aware Face Autoencoder.

autoencoder celeba-dataset computer-vision deep-learning face generative-model hydra image-compression pytorch pytorch-lightning vae-pytorch wandb

Last synced: 25 Apr 2026

https://github.com/amanpriyanshu/synthesizedaten

A repository for generating synthetic data (images) using various DL/ML models.

dbn dbnet gans gans-models synthetic-data synthetic-dataset-generation vae vae-implementation vae-pytorch

Last synced: 10 Aug 2025

https://github.com/sathya-ml/multimodal-vrnn-vae

A PyTorch implementation of multimodal VRNN and VAE.

conditional-generation generative-model multimodal multimodal-deep-learning multimodal-learning vae vae-implementation vae-pytorch variational-autoencoder vrnn

Last synced: 24 Feb 2025

https://github.com/gracesevillano/advanced-image-analysis-assignments

Solutions for Advanced Image Analysis course assignments, featuring model designs for image summation and generation with MNIST, and style transfer using CycleGAN with MNIST and SVHN datasets.

computer-vision cyclegan-pytorch gan gan-pytorch mnist pytorch svhn-dataset vae-implementation vae-pytorch vibot

Last synced: 17 May 2026

https://github.com/legalaspro/modern_ai_foundations

A collection of implementations exploring modern AI architectures and foundational models.

cvae diffusion-models flowmatching vae vae-pytorch vision-transformer visual-language-models vlms

Last synced: 23 Jun 2025

https://github.com/amber-abuah/lstm-vae-procedural-animation-generation

3D procedural animation generation using a LSTM-VAE.

blender-python bpy lstm lstm-vae python pytorch vae vae-pytorch

Last synced: 19 Apr 2026

https://github.com/prathamp25/latent-space-exploration-in-vae

A Variational Autoencoder (VAE) using PyTorch and trains it on the Fashion MNIST dataset.

encoder-decoder image imagegeneration mnsit-database pytorch vae-gan vae-pytorch

Last synced: 23 Apr 2026

https://github.com/saadaouialaeddine/ecommerce-cloud-platform

A Repo for a Smart AI-based Order Management Platform Prototype

ai consul kafka keycloak kubernetes prototype python security spark streaming vae-pytorch vault

Last synced: 03 May 2026

https://github.com/mariamagro/exploring_variational_autoencoders_gaussian_mixture_models

This project investigates Variational Autoencoders (VAEs) for generating synthetic data from a 3D Gaussian Mixture Model (GMM). It covers data synthesis, VAE architecture with dense layers, and model evaluation, including clustering and T-SNE visualization to assess the VAE's performance and latent space representation.

gmm vae-pytorch

Last synced: 25 Mar 2025