peerdavid / gamma-capsule-networkLinks
Official implementation of the paper "Increasing the adversarial robustness and explainability of capsule networks with γ-capsules"
☆11Updated 2 years ago
Alternatives and similar repositories for gamma-capsule-network
Users that are interested in gamma-capsule-network are comparing it to the libraries listed below
Sorting:
- explore DNNs via Infomration☆266Updated 5 years ago
- Repository for VOneNet models☆120Updated last year
- Code for the paper: Putting An End to End-to-End: Gradient-Isolated Learning of Representations☆291Updated 2 years ago
- Adversarially Robust Neural Network on MNIST.☆63Updated 4 years ago
- A method for training neural networks that are provably robust to adversarial attacks.☆390Updated 3 years ago
- ☆155Updated 5 years ago
- A drop-in replacement for CIFAR-10.☆247Updated 4 years ago
- Example of "biological" learning for MNIST☆302Updated 3 years ago
- A TensorFlow implementation of "Matrix Capsules with EM Routing" by Hinton et al. (2018).☆87Updated 4 months ago
- pyhessian is a TensorFlow module which can be used to estimate Hessian matrices☆25Updated 4 years ago
- PyTorch implementation of "Weight Uncertainty in Neural Networks"☆176Updated 3 years ago
- Code for "Deep predictive coding network with local recurrent processing for object recognition"☆30Updated last year
- ☆28Updated 6 years ago
- The codebase for the paper "A Tail-Index Analysis of Stochastic Gradient Noise in Deep Neural Networks"☆25Updated 6 years ago
- paper lists and information on mean-field theory of deep learning☆79Updated 6 years ago
- The LRP Toolbox provides simple and accessible stand-alone implementations of LRP for artificial neural networks supporting Matlab and Py…☆335Updated 3 years ago
- Python implementation of the methods in Meulemans et al. 2020 - A Theoretical Framework For Target Propagation☆31Updated last year
- hessian in pytorch☆187Updated 5 years ago
- Dataset to assess the disentanglement properties of unsupervised learning methods☆525Updated 5 years ago
- Original dataset release for CIFAR-10H☆83Updated 5 years ago
- ☆15Updated 7 years ago
- Project site for "Your Classifier is Secretly an Energy-Based Model and You Should Treat it Like One"☆430Updated 3 years ago
- NTK reading group☆87Updated 6 years ago
- BrainProp: How the brain can implement reward-based error backpropagation☆17Updated 3 years ago
- Code for our NeurIPS 2019 *spotlight* "Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers"☆228Updated 6 years ago
- Code-repository for the ICML 2020 paper Fairwashing explanations with off-manifold detergent☆12Updated 5 years ago
- PyTorch Implementation of “Unsupervised learning by competing hidden units” MNIST classifier☆12Updated 6 years ago
- Papers for Bayesian-NN☆326Updated 6 years ago
- A PyTorch library for two-sample tests☆242Updated 2 months ago
- ☆159Updated 3 years ago