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variational-autoencoders

Here are 55 public repositories matching this topic...

AntixK / PyTorch-VAE

A Collection of Variational Autoencoders (VAE) in PyTorch.

deep-learning reproducible-research architecture pytorch vae beta-vae paper-implementations gumbel-softmax celeba-dataset wae variational-autoencoders pytorch-implementation dfc-vae iwae vqvae vae-implementation pytorch-vae

Updated Mar 21, 2025
Python

EugenHotaj / pytorch-generative

Easy generative modeling in PyTorch

pixelcnn image-generation beta-vae paper-implementations generative-models variational-autoencoders vq-vae autoregressive-neural-networks pixelsnail pytorch-generative image-gpt vd-vae

Updated Sep 11, 2023
Python

XiaoyuBIE1994 / DVAE

(FTML 2021) Official implementation of Dynamical VAEs

deep-learning generative-model variational-autoencoders

Updated Apr 5, 2023
Python

jmtomczak / vae_vampprior

Code for the paper "VAE with a VampPrior", J.M. Tomczak & M. Welling

deep-learning generative-model representation-learning variational-autoencoders

Updated May 6, 2018
Python

EdoardoBotta / RQ-VAE-Recommender

[Pytorch] Generative retrieval model using semantic IDs from "Recommender Systems with Generative Retrieval"

retrieval recommender recommendation-system vae recommender-system recommendation generative variational-autoencoder variational-autoencoders gumbel retrieval-systems recommendersystems generative-ai generative-retrieval semantic-ids semantic-id

Updated Mar 17, 2025
Python

ajbrock / Generative-and-Discriminative-Voxel-Modeling

Voxel-Based Variational Autoencoders, VAE GUI, and Convnets for Classification

machine-learning gui deep-learning convnet variational-autoencoders

Updated Sep 11, 2016
Python

atomai

pycroscopy / atomai

Deep and Machine Learning for Microscopy

machine-learning deep-learning materials jupyter-notebook pytorch ensemble-learning electron-microscopy materials-science microscopy imaging semantic-segmentation fully-convolutional-networks multivariate-analysis variational-autoencoders deep-kernel-learning scanning-probe-microscopy google-colaboratory

Updated Jun 26, 2024
Python

VGraphRNN / VGRNN

Variational Graph Recurrent Neural Networks - PyTorch

representation-learning variational-inference link-prediction graph-convolutional-networks variational-autoencoder variational-autoencoders graph-embedding graph-neural-networks graph-representation-learning node-embedding dynamic-graphs graph-auto-encoder graph-neural-network

Updated Jul 8, 2020
Python

addtt / ladder-vae-pytorch

Ladder Variational Autoencoders (LVAE) in PyTorch

pytorch vae representation-learning unsupervised-learning variational-inference generative-models variational-autoencoders ladder-vae ladder-variational-autoencoders

Updated Jul 24, 2020
Python

eelxpeng / UnsupervisedDeepLearning-Pytorch

This repository tries to provide unsupervised deep learning models with Pytorch

deep-learning unsupervised pytorch generative-adversarial-network autoencoder denoising-autoencoders variational-autoencoders

Updated Jan 27, 2018
Python

zfountas / deep-active-inference-mc

Deep active inference agents using Monte-Carlo methods

cognitive-science variational-inference monte-carlo-tree-search monte-carlo-methods machine-learning-models variational-autoencoders dsprites disentangled-representations model-based-reinforcement-learning active-inference animal-ai cognitive-architectures

Updated Oct 19, 2021
Python

jmtomczak / vae_householder_flow

Code for the paper "Improving Variational Auto-Encoders using Householder Flow" (https://arxiv.org/abs/1611.09630)

deep-learning generative-model representation-learning normalizing-flows variational-autoencoders

Updated Jan 26, 2017
Python

jgvfwstone / ArtificialIntelligenceEngines

Computer code collated for use with Artificial Intelligence Engines book by JV Stone

learning machine-learning reinforcement-learning deep-learning artificial-intelligence gan neural-networks deeplearning perceptron backpropagation variational-autoencoders boltzmann-machine perceptron-neural-networks hopfield-neural-network

Updated Nov 28, 2024
Python

LynnHo / VAE-Tensorflow

(beta-)VAE Tensorflow

tensorflow vae variational-autoencoders

Updated Sep 9, 2018
Python

guglielmocamporese / cvaecaposr

Code for the Paper: "Conditional Variational Capsule Network for Open Set Recognition", Y. Guo, G. Camporese, W. Yang, A. Sperduti, L. Ballan, ICCV, 2021.

incremental-learning variational-autoencoders capsule-networks openset-recognition

Updated May 1, 2023
Python

M-Elfeki / GDPP

Generator loss to reduce mode-collapse and to improve the generated samples quality.

tensorflow generative-model generative-adversarial-networks variational-autoencoders determinantal-point-processes

Updated Jul 3, 2019
Python

eleGAN23 / QVAE

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

Updated Mar 30, 2022
Python

caetas / GenerativeZoo

Model Zoo for Generative Models.

deep-learning artificial-intelligence generative-adversarial-network generative-model normalizing-flows variational-autoencoders diffusion-models score-based-generative-modeling flow-matching

Updated Apr 9, 2025
Python

yjlolo / pytorch-deep-markov-model

PyTorch re-implementation of [Structured Inference Networks for Nonlinear State Space Models, AAAI 17]

markov-model reimplementation variational-inference aaai sequential-data variational-autoencoders pytorch-implementation

Updated Mar 6, 2021
Python

trungnt13 / odin-ai

Orgainzed Digital Intelligent Network (O.D.I.N)

machine-learning natural-language-processing deep-neural-networks deep-learning graph-algorithms image-processing bayesian-methods generative-model semi-supervised-learning probabilistic-programming text-processing probabilistic-graphical-models speech-processing variational-autoencoder variational-autoencoders disentangled-representations factor-vae disentanglement-learning

Updated Oct 30, 2022
Python

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