Code for the paper titled "Generalized Depthwise-Separable Convolutions for Adversarially Robust and Efficient Neural Networks" (NeurIPS 2021 Spotlight).
☆11Jan 7, 2022Updated 4 years ago
Alternatives and similar repositories for GDWS
Users that are interested in GDWS are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆22Apr 15, 2022Updated 3 years ago
- This is the code for the "Robust Gait Recognition based on Deep CNNs with Camera and Radar Sensor Fusion".☆13Jul 6, 2023Updated 2 years ago
- [NeurIPS 2021] "Drawing Robust Scratch Tickets: Subnetworks with Inborn Robustness Are Found within Randomly Initialized Networks" by Yon…☆13Feb 13, 2022Updated 4 years ago
- Low-complexity Recurrent Neural Network-based Polar Decoder with Weight Quantization Mechanism☆21Apr 22, 2021Updated 4 years ago
- ☆12Jul 17, 2023Updated 2 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective☆11Nov 16, 2022Updated 3 years ago
- 基于HMM与MFCC特征进行数字0-9的语音识别，HMM，GMMHMM，MFCC，语音识别，sklearn，Digital Voice Recognition。☆18Jun 22, 2022Updated 3 years ago
- The code implements a novel method for converting random forest into a single decision tree☆11Jan 24, 2020Updated 6 years ago
- [ICML 2024] BiSHop: Bi-Directional Cellular Learning for Tabular Data with Generalized Sparse Modern Hopfield Model☆12Mar 2, 2026Updated last month
- PAC-Bayes generalization certificates for ICP☆22Nov 16, 2023Updated 2 years ago
- Keras 1D Depthwise Convolutional layer☆10May 22, 2020Updated 5 years ago
- Code Library for Multi-sphere Particles. To cite this Original Software Publication: https://www.sciencedirect.com/science/article/pii/S2…☆16May 6, 2021Updated 4 years ago
- Official repo for AAAI 2023 paper "Stable Learning via Sparse Variable Independence".☆13Jun 6, 2024Updated last year
- 俞博士的亏钱日志☆71Jan 25, 2026Updated 2 months ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- The implementation and addtional material of AAAI2020 paper "Stable Learning via Sample Reweighting"☆19Mar 26, 2020Updated 6 years ago
- Research and experimental code related to Opacus, an open-source library for training PyTorch models with Differential Privacy☆18Oct 9, 2024Updated last year
- Repository for "Improving evidential deep learning via multi-task learning," published in AAAI2022☆20Mar 4, 2022Updated 4 years ago
- Official TensorFlow implementation of GAN-based priors for quantifying uncertainty.☆13Nov 13, 2021Updated 4 years ago
- This repository demonstrates the application of our proposed task-free continual learning method on a synthetic experiment.☆13Jun 24, 2019Updated 6 years ago
- [AIR-DISCOVER Summer Research] Multi-class Anomaly Detection Transformer with Heterogenous Knowledge Distillation☆14Nov 11, 2024Updated last year
- Diagnosing Vulnerability of Variational Auto-Encoders to Adversarial Attacks☆13Feb 15, 2022Updated 4 years ago
- ☆19Jun 26, 2021Updated 4 years ago
- This repository contains the toolkit to create and proocess the database of seizure and seizure-like data that has been contributed by Op…☆16Mar 15, 2026Updated 3 weeks ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- This is the implementation of Autonomous Deep Learning on python☆12Jul 21, 2020Updated 5 years ago
- ☆22Apr 13, 2024Updated last year
- A PyTorch implementation of MixNet: Mixed Depthwise Convolutional Kernels☆11Aug 5, 2019Updated 6 years ago
- Codes for ICCV 2021 paper "AGKD-BML: Defense Against Adversarial Attack by Attention Guided Knowledge Distillation and Bi-directional Met…☆12Mar 3, 2022Updated 4 years ago
- A Unified Approach to Interpreting and Boosting Adversarial Transferability (ICLR2021)☆31Apr 22, 2022Updated 3 years ago
- The code for the paper 'Heterogeneous Risk Minimization' of ICML2021.☆25Sep 11, 2021Updated 4 years ago
- Code for the paper: Network Decoupling: From Regular to Depthwise Separable Convolutions☆13Dec 9, 2018Updated 7 years ago
- PyTorch's usage☆16Mar 25, 2023Updated 3 years ago
- Multi-fidelity regression with neural networks☆16Oct 29, 2025Updated 5 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Machine learning project, Master's Data Science, 2017☆10Jan 30, 2017Updated 9 years ago
- This repository is related to the paper titled "Detecting Out-of-Distribution Inputs in Deep Neural Networks Using an Early-Layer Output"…☆12Apr 14, 2023Updated 2 years ago
- Repository for "Uncertainty Regularized Evidential Regression" published in AAAI 2024☆21Jun 30, 2024Updated last year
- This is a implementation of DRGCN☆14Aug 18, 2022Updated 3 years ago
- Deep Spiking Convolutional Neural Network for Epilepsy Detection☆11May 14, 2020Updated 5 years ago
- Code for multistep feedback covariate shift conformal prediction experiments in "Conformal Validity Guarantees Exist for Any Data Distrib…☆28Jun 28, 2024Updated last year
- NeurIPS 2021 | Fine-Grained Neural Network Explanation by Identifying Input Features with Predictive Information☆34Dec 13, 2021Updated 4 years ago