Official repository for "Bridging Adversarial Robustness and Gradient Interpretability".
☆29May 2, 2019Updated 6 years ago
Alternatives and similar repositories for Robustness-and-Interpretability
Users that are interested in Robustness-and-Interpretability are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Tools for robustness evaluation in interpretability methods☆10Jun 25, 2021Updated 4 years ago
- Supplementary Material to accompany the paper, DJ Warne, SA Sisson, C Drovandi (2019) Acceleration of expensive computations in Bayesian…☆13Oct 23, 2020Updated 5 years ago
- Implementation of the LOSSGRAD optimization algorithm☆15Mar 21, 2019Updated 7 years ago
- Tensorflow tutorial for various Deep Neural Network visualization techniques☆346Aug 22, 2020Updated 5 years ago
- Get started with Swift for TensorFlow by examples☆30Jun 3, 2019Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Repository containing code for getting statistical guarantees on properties of BNNs☆13Apr 24, 2019Updated 6 years ago
- This repository presents a code to detect the rear of cars using RCNNs. The dataset consists of road images in different conditions like …☆10Apr 15, 2019Updated 7 years ago
- ☆13Mar 11, 2018Updated 8 years ago
- Codes for reproducing the experimental results in "Proper Network Interpretability Helps Adversarial Robustness in Classification", publi…☆13Jun 29, 2020Updated 5 years ago
- Implementation of Adversarial Variational Optimization in PyTorch☆42Aug 7, 2018Updated 7 years ago
- Notes for ICML 2019☆38Jun 17, 2019Updated 6 years ago
- Semisupervised learning for adversarial robustness https://arxiv.org/pdf/1905.13736.pdf☆140Mar 30, 2020Updated 6 years ago
- Example implementation for the paper: (ICLR Oral) Learning Robust Representations by Projecting Superficial Statistics Out☆27Apr 7, 2021Updated 5 years ago
- This is a open resource project for Artificial Intelligence☆13Mar 3, 2019Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Pytorch Implementation of recent visual attribution methods for model interpretability☆146Feb 27, 2020Updated 6 years ago
- A repository for the updated version of CoinRun used to collect MUGEN, a multimodal video-audio-text dataset. This repo contains scripts …☆13Jul 13, 2022Updated 3 years ago
- code we used in Decision Boundary Analysis of Adversarial Examples https://openreview.net/forum?id=BkpiPMbA-☆29Oct 17, 2018Updated 7 years ago
- MATLAB based Simulation of probe formation and imaging in modern field emission SEMs based on electron wave optics☆14Mar 3, 2025Updated last year
- Layerwise Relevance Propagation with Deep Taylor Series in TensorFlow☆72Jan 22, 2017Updated 9 years ago
- [CVPR'23 Highlight] Heterogeneous Continual Learning.☆15Dec 5, 2023Updated 2 years ago
- Code and data of the "Multi-domain adversarial learning" paper, Schoenauer-Sebag et al., accepted at ICLR 2019☆38Jan 20, 2021Updated 5 years ago
- AutoGrow: Automatic Layer Growing in Deep Convolutional Networks (KDD 2020)☆39Jun 10, 2019Updated 6 years ago
- Colab notebooks for d2l-book☆11Dec 5, 2019Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Code for BlockSwap (ICLR 2020).☆33Mar 25, 2021Updated 5 years ago
- Data and code for "Nibbling at the Hard Core of Word Sense Disambiguation" (ACL 2022).☆14Mar 25, 2022Updated 4 years ago
- Comparing Fixed and Adaptive Computation Time for Recurrent Neural Networks☆35Mar 24, 2018Updated 8 years ago
- Caffe/Neon prototxt training file for our Neurocomputing2017 work: Fuzzy Quantitative Deep Compression Network☆12May 30, 2018Updated 7 years ago
- ☆18Apr 15, 2021Updated 5 years ago
- ATTA (Efficient Adversarial Training with Transferable Adversarial Examples)☆37Aug 17, 2020Updated 5 years ago
- [NeurIPS 2019 Spotlight] High dimensional mean estimation and outlier detection in nearly-linear time.☆26Oct 11, 2019Updated 6 years ago
- Chainer utility tool for GPU profiling by nvprof.☆24Apr 30, 2019Updated 6 years ago
- Investigating the robustness of state-of-the-art CNN architectures to simple spatial transformations.☆47Sep 16, 2019Updated 6 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Computing various norms/measures on over-parametrized neural networks☆50Nov 26, 2018Updated 7 years ago
- ☆17Aug 29, 2019Updated 6 years ago
- ☆11Jan 26, 2020Updated 6 years ago
- ☆11Oct 17, 2024Updated last year
- official repository of paper "An End-to-end Deep Learning Approach for Landmark Detection and Matching in Medical Images"☆16May 4, 2021Updated 4 years ago
- ☆13Oct 13, 2025Updated 6 months ago
- A Lightweight Graph Processing Framework for Multi-GPUs☆14Apr 15, 2015Updated 11 years ago