divamgupta / ladder_network_kerasLinks
Semi-Supervised Learning with Ladder Networks in Keras. Get 98% test accuracy on MNIST with just 100 labeled examples !
☆100Updated 4 years ago
Alternatives and similar repositories for ladder_network_keras
Users that are interested in ladder_network_keras are comparing it to the libraries listed below
Sorting:
- Keras Implementation of adverserial autoencoder (AAE)☆56Updated 6 years ago
- Keras implementation of Attention Augmented Convolutional Neural Networks☆121Updated 5 years ago
- Semi-supervised learning with mnist using variational autoencoders. An unsupervised representation is learned which allows for superior …☆33Updated 7 years ago
- Deep Feature Selection using Teacher Student Network☆43Updated 5 years ago
- Semi-supervised Learning GAN☆79Updated 7 years ago
- Deep Embedded Clustering with Data Augmentation (DEC-DA). Performance on MNIST (acc=0.985, nmi=0.960).☆55Updated 6 years ago
- How to do Unsupervised Clustering with Keras☆239Updated 6 years ago
- Pseudo-Label: Semi-Supervised Learning on CIFAR-10 in Keras☆37Updated 6 years ago
- Keras implementation of Balancing GAN (BAGAN) applied to the MNIST example.☆109Updated 4 years ago
- ☆196Updated 2 years ago
- Handle class imbalance intelligently by using variational auto-encoders to generate synthetic observations of your minority class.☆126Updated 5 years ago
- A deep clustering algorithm. Code to reproduce results for our paper N2D: (Not Too) Deep Clustering via Clustering the Local Manifold of …☆132Updated last year
- This repository tries to provide unsupervised deep learning models with Pytorch☆90Updated 7 years ago
- Multi-class classification with focal loss for imbalanced datasets☆82Updated 5 years ago
- Deep Embedding Clustering in Keras☆130Updated 8 years ago
- Pytorch implementations of various types of autoencoders☆66Updated 6 years ago
- Multi heads attention for image classification☆79Updated 7 years ago
- Few Shot Learning by Siamese Networks, using Keras.☆192Updated 5 years ago
- ☆58Updated 7 years ago
- Generic implementation for clustering with deep learning : representation learning (DNN) + clustering☆293Updated 6 years ago
- TensorFlow implementation of the SOM-VAE model as described in https://arxiv.org/abs/1806.02199☆196Updated 2 years ago
- A novel method for few shot learning☆52Updated 5 years ago
- Sample code of B-CNN paper (https://arxiv.org/abs/1709.09890) written in Python3+.☆55Updated 3 years ago
- A simple implementation of domain adversarial training with GAN loss in Keras☆58Updated 7 years ago
- This repository contains the source code and data for reproducing results of Deep Continuous Clustering paper☆214Updated 3 years ago
- Implementation of Temporal Ensembling for Semi-Supervised Learning by Laine et al. with tensorflow eager execution☆55Updated 5 years ago
- This project contains code for paper Ksenia Konyushkova, Raphael Sznitman, Pascal Fua 'Learning Active Learning from Data', NIPS 2017☆87Updated 3 years ago
- Autoencoder model for rare event classification☆105Updated 5 years ago
- ☆16Updated 7 years ago
- Tensorflow implementation of the Ladder Network with convolutional Layers. The Ladder Network consists of an Encoder and Decoder with lat…☆13Updated 5 years ago