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Search results for tensorflow vae

97 search results found

Generative Models ⭐ 6,010

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

Tensorflow Generative Model Collections ⭐ 3,570

Collection of generative models in Tensorflow

Zhusuan ⭐ 2,139

A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow

Advanced Deep Learning With Keras ⭐ 1,534

Advanced Deep Learning with Keras, published by Packt

Variational Autoencoder ⭐ 1,129

Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)

Variational Autoencoder ⭐ 1,049

Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)

Tensorflow2 Generative Models ⭐ 833

Implementations of a number of generative models in Tensorflow 2. GAN, VAE, Seq2Seq, VAEGAN, GAIA, Spectrogram Inversion. Everything is self contained in a jupyter notebook for easy export to colab.

Tensorflow Vae Gan Draw ⭐ 569

A collection of generative methods implemented with TensorFlow (Deep Convolutional Generative Adversarial Networks (DCGAN), Variational Autoencoder (VAE) and DRAW: A Recurrent Neural Network For Image Generation).

Chemical_vae ⭐ 383

Code for 10.1021/acscentsci.7b00572, now running on Keras 2.0 and Tensorflow

Tensorflow Mnist Vae ⭐ 379

Tensorflow implementation of variational auto-encoder for MNIST

Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"

Dalle Mtf ⭐ 296

Open-AI's DALL-E for large scale training in mesh-tensorflow.

Variational Recurrent Autoencoder Tensorflow ⭐ 226

A tensorflow implementation of "Generating Sentences from a Continuous Space"

Tf Vqvae ⭐ 205

Tensorflow Implementation of the paper [Neural Discrete Representation Learning](https://arxiv.org/abs/1711.00937) (VQ-VAE).

S Vae Tf ⭐ 178

Tensorflow implementation of Hyperspherical Variational Auto-Encoders

Tensorflow implementation of MolGAN: An implicit generative model for small molecular graphs

Vae Celeba ⭐ 150

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

Tensorflow Mnist Cvae ⭐ 134

Tensorflow implementation of conditional variational auto-encoder for MNIST

Vae Lstm For Anomaly Detection ⭐ 128

We propose a VAE-LSTM model as an unsupervised learning approach for anomaly detection in time series.

Beat Blender ⭐ 124

Blend beats using machine learning to create music in a fun new way.

Vae Tensorflow ⭐ 115

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

Vae Gan Tensorflow ⭐ 112

Tensorflow code of "autoencoding beyond pixels using a learned similarity metric"

Vae Npvc ⭐ 108

Re-implementation the code used in Voice Conversion from Non-parallel Corpora Using Variational Auto-encoder

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

Generative Models ⭐ 92

Comparison of Generative Models in Tensorflow

Attend_infer_repeat ⭐ 77

A Tensorfflow implementation of Attend, Infer, Repeat

Tf Eager Examples ⭐ 75

A set of simple examples ported from PyTorch for Tensorflow Eager Execution

Vae Pokedex ⭐ 72

The companion code for How to Autoencode your Pokemon

Tensorflow 2.x Ogretici Notebooklar Turkce ⭐ 72

TensorFlow 2.X hakkında (Türkçe) öğretici notebooklar paylaşıyorum. Repoyu yararlı bulursanız yıldızlayarak destek olabilirsiniz :)

Tensorflow Mnist Aae ⭐ 65

Tensorflow implementation of adversarial auto-encoder for MNIST

Tfsnippet ⭐ 64

A set of utilities for writing and testing TensorFlow models

Vae_tensorflow ⭐ 64

Variational autoencoder in Tensorflow

Generative modeling of synthetic time series data and time series augmentations

Vae Gumbel Softmax ⭐ 60

An implementation of a Variational-Autoencoder using the Gumbel-Softmax reparametrization trick in TensorFlow (tested on r1.5 CPU and GPU) in ICLR 2017.

Tf Var Attention ⭐ 55

Tensorflow Implementation of Variational Attention for Sequence to Sequence Models (COLING 2018)

Vae_captioning ⭐ 52

Implementation of Diverse and Accurate Image Description Using a Variational Auto-Encoder with an Additive Gaussian Encoding Space

Spectrogramvae ⭐ 44

TensorFlow implementation of a VAE for encoding spectrograms

Vq Vae Wavenet ⭐ 42

TensorFlow implementation of VQ-VAE with WaveNet decoder, based on https://arxiv.org/abs/1711.00937 and https://arxiv.org/abs/1901.08810

Disentangled Variational Auto-Encoder in TensorFlow / Keras (Beta-VAE)

A Tensorflow Implementation of VQ-VAE Speaker Conversion

Vae Gan Celeba ⭐ 38

Code and notebooks related to the paper: "Reconstructing Faces from fMRI Patterns using Deep Generative Neural Networks" by VanRullen & Reddy, 2019

Vae Tensorflow ⭐ 37

(beta-)VAE Tensorflow

Minimal_vae ⭐ 36

A minimal implementation of an Variational Auto-Encoder

Cdvae Vc ⭐ 36

TensorFlow Implementation of CDVAE-VC.

Vae_tacotron ⭐ 35

Cppn Gan Vae Cifar Tensorflow ⭐ 35

First attempt to use the previous CPPN-GAN-VAE model to train on CIFAR-10 images.

Vmp For Svae ⭐ 34

Variational Message Passing for Structured VAE (Code for ICLR 2018 paper)

Pytorch Rl Cpp ⭐ 31

A Repository with C++ implementations of Reinforcement Learning Algorithms (Pytorch)

Eccv18_mtvae ⭐ 31

Tensorflow Implementation of ECCV'18 paper: Multimodal Human Motion Synthesis

Vae Style Transfer ⭐ 30

An experiment in VAE-based artistic style transfer by embedding fiddling.

Gumbel Softmax Vae In Tensorflow ⭐ 26

Semi-Supervised Learning with Categorical VAE (experimented on MNIST)

Vae_for_text ⭐ 25

Tensorflow implementation of Generating Sentences from a Continuous Space

Vae_renyi_divergence ⭐ 24

A tensorflow implementation of VAE training with Renyi divergence

Tensorflow_deep_learning_models ⭐ 23

TensorFlow implementations of several deep learning models (e.g. variational autoencoder, RNN, ...)

Tf Examples ⭐ 23

TensorFlow examples

Tensorflow Vae ⭐ 23

TF Implementation of Convolutional Variational Autoencoder.

Vq Vae_keras_implementation ⭐ 22

Keras Implementation of Vector Quantizer Variational AutoEncoder (VQ-VAE)

TensorFlow implementation for the GP-VAE model described in https://arxiv.org/abs/1907.04155

VAE models for experiments and education usage.

Lr Livae ⭐ 20

Tensorflow implementation of Disentangling Latent Space for VAE by Label Relevant/Irrelevant Dimensions (CVPR 2019)

Pokemon Generator ⭐ 19

Practice Tensorflow by using pokemon

Sigma Vae ⭐ 19

Repository for the paper "Simple and Effective VAE Training with Calibrated Decoders"

Probabilistic_nlg ⭐ 18

Tensorflow Implementation of Stochastic Wasserstein Autoencoder for Probabilistic Sentence Generation (NAACL 2019).

A TensorFlow implementation of perceptual generative autoencoder (PGA).

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

Char Vae ⭐ 17

Inspired by the neural style algorithm in the computer vision field, we propose a high-level language model with the aim of adapting the linguistic style.

A repository providing implementations of generative models in various frameworks.

Vae Tensorflow ⭐ 15

Variational Autoencoder Tensorflow Implementation

Vq Vae_withpixelcnnprior ⭐ 15

Implementation of Vector Quantised VAE (VQ-VAE) with PixelCNN prior in Tensorflow.

Split Vae ⭐ 14

Original implementation of Separated Paths for Local and Global Information framework (SPLIT) in TensorFlow 2.

Style Vae ⭐ 13

Implementation of VAE and Style-GAN Architecture Achieving State of the Art Reconstruction

Deep Learning Projects ⭐ 13

Best Deep Learning Projects for Advanced Learners

Deep Feature Consistent Variational Autoencoder In Tensorflow ⭐ 13

implement Deep Feature Consisten Variational Autoencoder in Tensorflow

Autoencoder ⭐ 11

VAE implementation in tensorflow

Binary Vae ⭐ 11

A minimal implementation of a VAE with BinConcrete (relaxed Bernoulli) latent distribution in TensorFlow.

Vae Tensorflow ⭐ 10

Variational Auto-Encoder implementation in Tensorflow

Projects ⭐ 10

This is the repository containing machine learning and deep learning projects, as well as some presentation slides on these topics.

Diff Vae Tensorflow ⭐ 10

skeleton variation encoder code in tensorflow

Network_anomaly_detection_deep_learning ⭐ 9

This project has been conducted under the supervision of Dr. Jinoh Kim and Dr. Donghwoon Kwon at Texas A&M University-Commerce. The research outcome are published in the proceeding of IEEE ICNC 2018 (http://www.conf-icnc.org/2018/), with the title of “An Empirical Evaluation of Deep Learning for Network Anomaly Detection”.

Variational Autoencoder for Collaborative Filtering implementation in TensorFlow

Generating Sentences Vae Lstm ⭐ 8

Variational Auto Encoders for learning binding signatures of transcription factors

OpenNIG is a toolkit that generates new images from a given distribution.

Vector Quantized Autoencoders ⭐ 7

Tensorflow Implementation of "Theory and Experiments on Vector Quantized Autoencoders"

Ijcai Tulvae ⭐ 6

source_code for TULVAE

Tensorflow Cvae ⭐ 6

Implementation of the Conditional Variational Auto-Encoder (CVAE) in Tensorflow

Gcn Vae Opinion ⭐ 6

Deep Learning based Scalable Inference of Uncertain Opinions

Vae Tensorflow ⭐ 6

TensorFlow implementation of Auto-Encoding Variational Bayes.

Conditionalvariationalautoencoder ⭐ 6

Implement Conditional VAE and train on MNIST by tensorflow 1.3.0.

Tf_vaegan ⭐ 6

VAE/GAN implemented in tensorflow

Is2019 Vae ⭐ 5

Tensorflow and kaldi implementation of our paper "VAE-based regularization for deep speaker embedding"

3d Vae Gan ⭐ 5

an tensorflow implemention of 3D-VAE-GAN for single image 3D reconstruction

Keras Mnist Vae ⭐ 5

Adversarial_autoencoder ⭐ 5

Adversarial_Autoencoder by using tensorflow

Denoise Vae ⭐ 5

Practice denoised VAE used tensorflow

Deepmodels Mnist Cifar10 Tensorflow ⭐ 5

Implementations of gans, ae, and vae using Tensorflow.

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