divamgupta / ladder_network_keras
Semi-Supervised Learning with Ladder Networks in Keras. Get 98% test accuracy on MNIST with just 100 labeled examples !
☆101Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for ladder_network_keras
- Keras Implementation of adverserial autoencoder (AAE)☆56Updated 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 …☆128Updated 11 months ago
- Keras implementation of Attention Augmented Convolutional Neural Networks☆120Updated 4 years ago
- Handle class imbalance intelligently by using variational auto-encoders to generate synthetic observations of your minority class.☆125Updated 5 years ago
- Deep Feature Selection using Teacher Student Network☆43Updated 5 years ago
- Pytorch Deep Clustering with Convolutional Autoencoders implementation☆100Updated 4 years ago
- Keras implementation of Balancing GAN (BAGAN) applied to the MNIST example.☆107Updated 3 years ago
- Autoencoder model for rare event classification☆105Updated 5 years ago
- Pseudo-Label: Semi-Supervised Learning on CIFAR-10 in Keras☆38Updated 5 years ago
- Deep Embedded Clustering with Data Augmentation (DEC-DA). Performance on MNIST (acc=0.985, nmi=0.960).☆55Updated 5 years ago
- Deep Embedding Clustering in Keras☆130Updated 7 years ago
- TensorFlow implementation of the SOM-VAE model as described in https://arxiv.org/abs/1806.02199☆190Updated last year
- Tensorflow-Keras implementation of SimCLR: Simple Framework for Contrastive Learning of Visual Representations by Chen et al. (2020)☆109Updated last year
- Implementation of Layerwise Relevance Propagation for heatmapping "deep" layers☆97Updated 6 years ago
- Code associated with ACM-CHIL 21 paper 'T-DPSOM - An Interpretable Clustering Method for Unsupervised Learning of Patient Health States'☆66Updated 3 years ago
- A novel method for few shot learning☆50Updated 5 years ago
- DeepStack: Ensembling Keras Deep Learning Models into the next Performance Level☆38Updated 2 years ago
- This repository tries to provide unsupervised deep learning models with Pytorch☆90Updated 6 years ago
- Unsupervised Domain Adaptation with Moment Alignment Neural Networks (Keras)☆60Updated last year
- Semi-supervised Learning GAN☆80Updated 6 years ago
- ☆188Updated 2 years ago
- Sample code of B-CNN paper (https://arxiv.org/abs/1709.09890) written in Python3+.☆54Updated 3 years ago
- Autoencoders in Keras☆126Updated 6 years ago
- TensorFlow implementation of "Unsupervised Learning of Visual Features by Contrasting Cluster Assignments".☆85Updated 2 years ago
- Latent space clustering in Generative Adversarial Network (GAN)☆105Updated 2 years ago
- How to do Unsupervised Clustering with Keras☆238Updated 6 years ago
- Multi-class classification with focal loss for imbalanced datasets☆82Updated 5 years ago
- A simple and effective method for single-class classification of images☆159Updated 2 years ago
- Some State-of-the-Art few shot learning algorithms in tensorflow 2☆213Updated last year
- Pytorch implementations of various types of autoencoders☆67Updated 5 years ago