sidml / understanding-kl-divergence
understanding kl divergence using 1D Gaussians
☆14Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for understanding-kl-divergence
- Lifelong Variational Autoencoder☆14Updated 6 years ago
- Official Tensorflow implementation of the paper "Y-Autoencoders: disentangling latent representations via sequential-encoding", Pattern R…☆53Updated 4 years ago
- Implementation of the LOSSGRAD optimization algorithm☆15Updated 5 years ago
- Code for AAAI 2019 Network Interpretability workshop paper☆16Updated 3 years ago
- ☆10Updated 6 years ago
- Meta-SGD Algorithms Implementation☆21Updated 4 months ago
- ☆9Updated 4 years ago
- This repository provides the code for replicating the experiments in the paper "Building One-Shot Semi-supervised (BOSS) Learning up to F…☆36Updated 4 years ago
- Stats 479 Project☆22Updated 5 years ago
- A PyTorch implement of Dilated RNN☆12Updated 6 years ago
- HexaGAN: Generative Adversarial Nets for Real World Classification (ICML 2019)☆21Updated 3 years ago
- ☆24Updated 3 years ago
- Understanding nuts and bolts of neural networks with PyTorch☆32Updated 3 years ago
- Transfer learning for flight-delay prediction via variational autoencoders in Keras☆33Updated 7 years ago
- Quick modules to turn regular Neural Networks to Bayesian Neural Networks with Dropout.☆35Updated 3 years ago
- Code for "Boosted Generative Models", AAAI 2018.☆20Updated 6 years ago
- ☆27Updated 5 years ago
- Applied Sparse regularization (L1), Weight decay regularization (L2), ElasticNet, GroupLasso and GroupSparseLasso to Neuronal Network.☆38Updated 2 years ago
- Code accompanying our NeurIPS 2020 traffic4cast challenge☆13Updated 3 years ago
- ☆25Updated 2 years ago
- Mathematical consequences of orthogonal weights initialization and regularization in deep learning. Experiments with gain-adjusted orthog…☆17Updated 5 years ago
- Code for DOPING: Generative Data Augmentation for Unsupervised Anomaly Detection with GAN☆15Updated 6 years ago
- Pytorch implementation of Adaptative Dropout a.ka Standout.☆11Updated 6 years ago
- Python package for graph statistics☆9Updated 3 years ago
- Label shift experiments☆15Updated 3 years ago
- Repository with code for paper "Inhibited Softmax for Uncertainty Estimation in Neural Networks"☆25Updated 5 years ago
- Official Implementation of "Transferring Inductive Biases Through Knowledge Distillation"☆14Updated 4 years ago
- Keras implementation of SDE-Net (ICML 2020).☆15Updated 4 years ago