variational-autoencoder

There are 950 repositories under variational-autoencoder topic.

  • Python-WORLD

    Language:Python152

  • sqvae

    Pytorch implementation of stochastically quantized variational autoencoder (SQ-VAE)

    Language:Python191

  • vde

    Variational Autoencoder for Dimensionality Reduction of Time-Series

    Language:Jupyter Notebook189

  • MuseMorphose

    PyTorch implementation of MuseMorphose (published at IEEE/ACM TASLP), a Transformer-based model for music style transfer.

    Language:Python187

  • Unsupervised_Anomaly_Detection_Brain_MRI

    Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A Comparative Study

    Language:Python186

  • vae-celebA

    Variational auto-encoder trained on celebA . All rights reserved.

    Language:Python182

  • BNAF

    Pytorch implementation of Block Neural Autoregressive Flow

    Language:Python181

  • numalogic

    Collection of operational time series ML models and tools

    Language:Python173

  • tybalt

    Training and evaluating a variational autoencoder for pan-cancer gene expression data

    Language:HTML172

  • Synthesize3DviaDepthOrSil

    [CVPR 2017] Generation and reconstruction of 3D shapes via modeling multi-view depth maps or silhouettes

    Language:Lua169

  • multimodal-vae-public

    A PyTorch implementation of "Multimodal Generative Models for Scalable Weakly-Supervised Learning" (https://arxiv.org/abs/1802.05335)

    Language:Python159
  • rectorch

    rectorch

    rectorch is a pytorch-based framework for state-of-the-art top-N recommendation

    Language:Python151

  • tensorflow-mnist-CVAE

    Tensorflow implementation of conditional variational auto-encoder for MNIST

    Language:Python150

  • NeuralDialog-LaRL

    PyTorch implementation of latent space reinforcement learning for E2E dialog published at NAACL 2019. It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU

    Language:Python144

  • pyraug

    Data Augmentation with Variational Autoencoders (TPAMI)

    Language:Python142

  • Deep-Learning-for-Clustering-in-Bioinformatics

    Deep Learning-based Clustering Approaches for Bioinformatics

    Language:Jupyter Notebook141

  • Deep-learning-with-Python

    Example projects I completed to understand Deep Learning techniques with Tensorflow. Please note that I do no longer maintain this repository.

    Language:Jupyter Notebook139

  • kvae

    Kalman Variational Auto-Encoder

    Language:Python136

  • minified-generative-models

    Bare-bones implementations of some generative models in Jax: diffusion, normalizing flows, consistency models, flow matching, (beta)-VAEs, etc

    Language:Jupyter Notebook133

  • normalizing-flows

    Understanding normalizing flows

    Language:Jupyter Notebook132

  • VAE-Tensorflow

    A Tensorflow implementation of a Variational Autoencoder for the deep learning course at the University of Southern California (USC).

    Language:Jupyter Notebook131

  • smrt

    Handle class imbalance intelligently by using variational auto-encoders to generate synthetic observations of your minority class.

    Language:Python126

  • VAE-for-Image-Generation

    Implemented Variational Autoencoder generative model in Keras for image generation and its latent space visualization on MNIST and CIFAR10 datasets

    Language:Python122

  • DGAI

    Learn Generative AI with PyTorch (Manning Publications, 2024)

    Language:Jupyter Notebook120

  • MojiTalk

    Code for "MojiTalk: Generating Emotional Responses at Scale" https://arxiv.org/abs/1711.04090

    Language:Python119

  • RecVAE

    The official PyTorch implementation of the paper "RecVAE: A New Variational Autoencoder for Top-N Recommendations with Implicit Feedback"

    Language:Python118

  • VGRNN

    Variational Graph Recurrent Neural Networks - PyTorch

    Language:Python116

  • deepwriting

    Code for `DeepWriting: Making Digital Ink Editable via Deep Generative Modeling` paper

    Language:Python114

  • precision-recall-distributions

    Assessing Generative Models via Precision and Recall (official repository)

    Language:Python106

  • IMPLEMENTATION_Variational-Auto-Encoder

    Simple implementation of Variational Autoencoder

    Language:Python103

  • calc2.0

    CALC2.0: Combining Appearance, Semantic and Geometric Information for Robust and Efficient Visual Loop Closure

    Language:Python98

  • Conditional_VAE

    conditional variational autoencoder written in Keras [not actively maintained]

    Language:Jupyter Notebook97

  • eccv16_attr2img

    Torch Implemention of ECCV'16 paper: Attribute2Image

    Language:Lua96

  • VAE_protein_function

    Protein function prediction using a variational autoencoder

    Language:Jupyter Notebook95
  • nichecompass

    nichecompass

    End-to-end analysis of spatial multi-omics data

    Language:Python94

  • vaegan

    An implementation of VAEGAN (variational autoencoder + generative adversarial network).

    Language:Python93