bojone / vib
Variational Information Bottleneck
☆16Updated 6 years ago
Alternatives and similar repositories for vib:
Users that are interested in vib are comparing it to the libraries listed below
- a replicate of https://arxiv.org/pdf/1711.00937.pdf☆16Updated 7 years ago
- Chainer implementation of deep-INFOMAX☆34Updated 6 years ago
- ReGAN: Sequence GAN using RE[INFORCE|LAX|BAR] based PG estimators☆40Updated 6 years ago
- A PyTorch implementation for Adversarial Representation Learning for Domain Adaptation☆50Updated 7 years ago
- Convolutional Variational Autoencoder☆34Updated 5 years ago
- ☆32Updated 5 years ago
- Reversible Recurrent Neural Network Pytorch Implementation☆21Updated 7 years ago
- This repository contains the code for the paper "Few-Shot Learning Through an Information Retrieval Lens". Eleni Triantafillou, Richard Z…☆25Updated 7 years ago
- On the decision boundary of deep neural networks☆38Updated 6 years ago
- Code for DOPING: Generative Data Augmentation for Unsupervised Anomaly Detection with GAN☆15Updated 6 years ago
- [Code] Deep Multi-task Representation Learning: A Tensor Factorisation Approach☆58Updated 7 years ago
- NeurIPS'19: Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting (Pytorch implementation for class imbalance).☆33Updated 5 years ago
- TensorFlow implementation of the method from Variational Dropout Sparsifies Deep Neural Networks, Molchanov et al. (2017)☆16Updated 7 years ago
- Implementation of paper "GibbsNet: Iterative Adversarial Inference for Deep Graphical Models" in PyTorch☆57Updated 7 years ago
- ☆17Updated 6 years ago
- SupportNet: solving catastrophic forgetting in class incremental learning with support data☆34Updated 6 years ago
- Highway networks implemented in PyTorch.☆56Updated 7 years ago
- Professor Forcing, NIPS'16☆46Updated 7 years ago
- Code release for "Learning Multiple Tasks with Multilinear Relationship Networks" (NIPS 2017)☆70Updated 7 years ago
- Materials for implementing and reproducing results in the NIPS paper.☆23Updated 10 years ago
- SparseMax activation function implementation (ICML 2016) (PyTorch)☆27Updated 7 years ago
- [ECCV 2018] code for Choose Your Neuron: Incorporating Domain Knowledge Through Neuron Importance☆57Updated 6 years ago
- Label Distribution Learning Forest☆30Updated 7 years ago
- Contains code relating to this arxiv paper https://arxiv.org/abs/1802.03761☆37Updated 6 years ago
- Generative Matching Networks☆30Updated 7 years ago
- Re-implementation of the Noise Contrastive Estimation algorithm for pyTorch, following "Noise-contrastive estimation: A new estimation pr…☆45Updated 5 years ago
- Demonising Adversarial Auto-encoder in PyTorch☆24Updated 6 years ago
- Tensorflow implementation of "Representation Learning with Contrastive Predictive Coding"☆64Updated 6 years ago
- TensorFlow implementation of "Good Semi-supervised Learning that Requires a Bad GAN"☆12Updated 7 years ago
- Implementation of SNAIL(A Simple Neural Attentive Meta-Learner) with Gluon☆12Updated 6 years ago