despoisj / LatentSpaceVisualization
Visualization techniques for the latent space of a convolutional autoencoder in Keras
☆196Updated 3 years ago
Alternatives and similar repositories for LatentSpaceVisualization
Users that are interested in LatentSpaceVisualization are comparing it to the libraries listed below
Sorting:
- Code for reproducing key results in the paper "InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Advers…☆21Updated 7 years ago
- Generative Adversarial Interpolative Autoencoder (GAIA) is a Generative Adversarial Network (GAN) made up of Autoencoders (AE) trained ex…☆78Updated 5 years ago
- Vanilla GAN implemented on top of keras/tensorflow enabling rapid experimentation & research. Branches correspond to implementations of s…☆220Updated 8 years ago
- ☆144Updated 6 years ago
- Implemented Variational Autoencoder generative model in Keras for image generation and its latent space visualization on MNIST and CIFAR1…☆122Updated 6 years ago
- Variational auto-encoder trained on celebA . All rights reserved.☆182Updated 7 years ago
- A Tensorflow implementation of GAN, WGAN and WGAN with gradient penalty.☆119Updated 6 years ago
- Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN,…☆497Updated 6 years ago
- Replicating "Understanding disentangling in β-VAE"☆197Updated 6 years ago
- Train CPPNs as a Generative Model, using Generative Adversarial Networks and Variational Autoencoder techniques to produce high resolutio…☆350Updated 4 years ago
- Keras implementation of the conditional GAN.☆57Updated 8 years ago
- ☆321Updated 5 years ago
- This repo will contain the resources available in my blog for learning☆92Updated 6 years ago
- Code for "Understanding and Improving Interpolation in Autoencoders via an Adversarial Regularizer"☆244Updated 6 years ago
- Variational Autoencoder implemented with PyTorch, Trained over CelebA Dataset☆169Updated 7 years ago
- Given an image generated by a GAN it recovers its latent vector☆44Updated 6 years ago
- Spatial Generative Adversarial Networks☆111Updated 4 years ago
- Invert a pre-trained GAN model (includes code for training a GAN on celebA)☆84Updated 6 years ago
- Implementations of some popular Saliency Maps in Keras☆166Updated 6 years ago
- Pytorch implementation of JointVAE, a framework for disentangling continuous and discrete factors of variation☆464Updated 6 years ago
- Unrolled Generative Adversarial Networks☆293Updated 7 years ago
- Tensorflow example of a conv GAN on MNIST.☆96Updated 7 years ago
- StyleGAN made with Keras☆168Updated 6 years ago
- A keras (tensorflow) reimplementation of MUNIT: Multimodal Unsupervised Image-to-Image Translation https://arxiv.org/abs/1804.04732☆67Updated 6 years ago
- Disentangled Variational Auto-Encoder in TensorFlow / Keras (Beta-VAE)☆54Updated 5 years ago
- Code for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".☆126Updated last year
- code for "Adversarial Feature Learning"☆238Updated 2 years ago
- This project is an implementation of the Generative Adversarial Network proposed in our CVPR 2017 paper - DeLiGAN : Generative Adversaria…☆111Updated 7 years ago
- Deep generative networks, coded with Keras.☆122Updated 7 years ago
- Visualizing filters by finding images that maximize their outputs☆135Updated 7 years ago