fdavidcl / ae-review-resources
Additional resources for an overview on autoencoders
☆18Updated 7 years ago
Alternatives and similar repositories for ae-review-resources:
Users that are interested in ae-review-resources are comparing it to the libraries listed below
- Denoising Adversairal Autoencoders☆40Updated 7 years ago
- A MATLAB implementation of Auto-Encoding Variational Bayes☆45Updated 8 years ago
- Adversarial Non-linear Independent Component Analysis☆50Updated 7 years ago
- Code to reproduce all the results in the paper: "Learning dynamics of linear denoising autoencoders." (ICML 2018)☆12Updated 6 years ago
- Code for DOPING: Generative Data Augmentation for Unsupervised Anomaly Detection with GAN☆15Updated 6 years ago
- A Convolutional Neural Network based model for Unsupervised Learning☆33Updated 7 years ago
- Capsule GAN: Unsupervised representation learning with CapsNet based Generative Adversarial Networks☆57Updated 5 years ago
- Implementation of the "Improved Training of Wasserstein GANs" paper in TensorFlow☆18Updated 6 years ago
- Tensorflow 2.0 implementation of Adversarial Autoencoders☆20Updated 5 years ago
- Variational Autoencoder with Recurrent Neural Network based on Google DeepMind's "DRAW: A Recurrent Neural Network For Image Generation"☆39Updated 8 years ago
- ☆8Updated 8 years ago
- Experiments with beta-VAE to learn disentangled representations from the data☆65Updated 6 years ago
- contains the code for models in the paper Robust, Deep and Inductive Anomaly Detection☆35Updated 7 years ago
- Deep Convolutional Generative Adversarial Network (DCGAN) implementation on MatConvNet (compliant to any MCN version)☆43Updated 7 years ago
- ☆25Updated 6 years ago
- 用 MATLAB 实现深度学习网络中的 stacked auto-encoder:使用AE variant(de-noising / sparse / contractive AE)进行预训练,用BP算法进行微调☆42Updated 8 years ago
- research on convolutional neural networks in fourier space☆15Updated 8 years ago
- RandomWarpingSeries (RWS) is a simple code for generating the vector representation of time-series for time-series classification, cluste…☆20Updated 6 years ago
- Fully-connected winner-take-all autoencoder implemented in TensorFlow.☆23Updated 7 years ago
- In probability theory and information theory, the mutual information of two random variables is a quantity that measures the mutual depen…☆78Updated 13 years ago
- Implementation of Visual Feature Attribution using Wasserstein GANs (VAGANs, https://arxiv.org/abs/1711.08998) in PyTorch☆93Updated last year
- Uncertainty Autoencoders, AISTATS 2019☆55Updated 6 years ago
- Code for a recurrent neural network (RNN) created by unfolding the sequential ISTA (SISTA) algorithm for sequential sparse coding☆14Updated 8 years ago
- Local Receptive Fields Based Extreme Learning Machine☆30Updated 9 years ago
- This is the code for our paper: Semi-Supervised Learning With GANs: Revisiting Manifold Regularization (ICLR 2018)☆44Updated 5 years ago
- Pytorch implementation of contractive autoencoder on MNIST dataset☆53Updated 7 years ago
- A Matlab implementation of the capsule networks (or capsnet).☆48Updated 7 years ago
- MATLAB implementation of AdaGrad, Adam, Adamax, Adadelta etc.☆33Updated 4 years ago
- Code for training and evaluating restricted Boltzmann machines (RBMs) and deep belief networks (DBNs).☆59Updated 13 years ago
- Convolutional Variational Autoencoder☆34Updated 5 years ago