hsndbk4 / GDWSLinks
Code for the paper titled "Generalized Depthwise-Separable Convolutions for Adversarially Robust and Efficient Neural Networks" (NeurIPS 2021 Spotlight).
☆11Updated 3 years ago
Alternatives and similar repositories for GDWS
Users that are interested in GDWS are comparing it to the libraries listed below
Sorting:
- Implementation for ACProp ( Momentum centering and asynchronous update for adaptive gradient methdos, NeurIPS 2021)☆16Updated 4 years ago
- Hierarchical Group Sparse Regularization for Deep Convolutional Neural Networks☆12Updated 5 years ago
- A project to improve out-of-distribution detection (open set recognition) and uncertainty estimation by changing a few lines of code in y…☆44Updated 3 years ago
- ☆41Updated 4 years ago
- PyTorch reimplementation of the paper "HyperMixer: An MLP-based Green AI Alternative to Transformers" [arXiv 2022].☆17Updated 3 years ago
- A study of distance measures and learning methods for semi-supervised learning on time series data☆17Updated 4 years ago
- Implementation of the models and datasets used in "An Information-theoretic Approach to Distribution Shifts"☆25Updated 3 years ago
- Applied Sparse regularization (L1), Weight decay regularization (L2), ElasticNet, GroupLasso and GroupSparseLasso to Neuronal Network.☆38Updated 3 years ago
- ☆15Updated 7 years ago
- Adaptive, interpretable wavelets across domains (NeurIPS 2021)☆81Updated 3 years ago
- Official implementation of ICLR 2020 paper Unsupervised Clustering using Pseudo-semi-supervised Learning☆48Updated 4 years ago
- Code for our paper: "Regularity Normalization: Neuroscience-Inspired Unsupervised Attention across Neural Network Layers".☆21Updated 3 years ago
- ☆10Updated 4 years ago
- Pytorch implementation of Adaptative Dropout a.ka Standout.☆12Updated 7 years ago
- ☆12Updated 3 years ago
- ☆15Updated 2 years ago
- ☆16Updated 3 years ago
- ☆18Updated 4 years ago
- Deep neural architecture research framework☆12Updated 2 years ago
- Codebase for the paper "Adversarial Attacks on Time Series"☆23Updated 6 years ago
- Diagnosing Vulnerability of Variational Auto-Encoders to Adversarial Attacks☆13Updated 3 years ago
- Includes additional materials for the following keras.io blog post.☆12Updated 4 years ago
- An adaptive training algorithm for residual network☆17Updated 5 years ago
- A straightforward implementation of EGBM-based Generalized Additive Model☆14Updated 4 years ago
- Pytorch implementation for "The Surprising Positive Knowledge Transfer in Continual 3D Object Shape Reconstruction"☆33Updated 3 years ago
- Code base for SRSGD.☆29Updated 5 years ago
- [ICLR 2022] "Learning Pruning-Friendly Networks via Frank-Wolfe: One-Shot, Any-Sparsity, and No Retraining" by Lu Miao*, Xiaolong Luo*, T…☆32Updated 3 years ago
- ☆13Updated 3 years ago
- PyTorch reimplementation of computing Shapley values via Truncated Monte Carlo sampling from "What is your data worth? Equitable Valuatio…☆27Updated 3 years ago
- Implementation of the ALI-G algorithm (PyTorch, Tensorflow)☆22Updated 4 years ago