Interpretation of Neural Network is Fragile
☆38May 1, 2024Updated 2 years ago
Alternatives and similar repositories for InterpretationFragility
Users that are interested in InterpretationFragility are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- reference implementation for "explanations can be manipulated and geometry is to blame"☆37Jul 24, 2022Updated 3 years ago
- This repository provides a PyTorch implementation of "Fooling Neural Network Interpretations via Adversarial Model Manipulation". Our pap…☆23Dec 19, 2020Updated 5 years ago
- Interpreting neural networks via the STREAK algorithm (streaming weak submodular maximization)☆23Oct 20, 2017Updated 8 years ago
- Code for the Adversarial Image Detectors and a Saliency Map☆12Mar 23, 2017Updated 9 years ago
- Implemention of "Robust Watermarking of Neural Network with Exponential Weighting" in TensorFlow.☆13Dec 2, 2020Updated 5 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Tools for robustness evaluation in interpretability methods☆10Jun 25, 2021Updated 4 years ago
- ☆44May 17, 2020Updated 6 years ago
- Slides for my talk at Solid World January 2022☆10Jan 13, 2022Updated 4 years ago
- ☆11Mar 25, 2022Updated 4 years ago
- Code for AAAI 2018 accepted paper: "Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing the…☆55Dec 4, 2022Updated 3 years ago
- The COVID-19 Early Warning System (CovEWS) is a real-time early warning system for assessing individual COVID-19 related mortality risk.☆17Apr 25, 2021Updated 5 years ago
- Official repository for "Why are Saliency Maps Noisy? Cause of and Solution to Noisy Saliency Maps".☆34Sep 13, 2019Updated 6 years ago
- IJCAI-24 Tutorial on Counterfactual Explanations: https://sites.google.com/view/tut-counterfactuals-ijcai24/☆12Aug 5, 2024Updated last year
- [ICLR 2021: Spotlight] Source code for the paper "A Panda? No, It's a Sloth: Slowdown Attacks on Adaptive Multi-Exit Neural Network Infer…☆14Feb 16, 2022Updated 4 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- PyTorch code for KDD 18 paper: Towards Explanation of DNN-based Prediction with Guided Feature Inversion☆21Feb 4, 2019Updated 7 years ago
- Train a simple convnet on the MNIST dataset and evaluate the BALD acquisition function☆16Aug 7, 2017Updated 8 years ago
- This is a benchmark to evaluate machine learning local explanaitons quality generated from any explainer for text and image data☆30May 24, 2021Updated 5 years ago
- Automated neural architecture search algorithms implemented in PyTorch and Autogluon toolkit.☆12Apr 17, 2020Updated 6 years ago
- This repository contains binaries for the multiple teacher approach to learning differential private ML models: https://arxiv.org/abs/161…☆10Nov 16, 2016Updated 9 years ago
- 💡 Adversarial attacks on explanations and how to defend them☆334Nov 30, 2024Updated last year
- Prediction Explanations Clustering☆10Oct 19, 2023Updated 2 years ago
- ☆15May 24, 2021Updated 5 years ago
- Data Science Research Project: Map poverty using satellite images.☆11Aug 14, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Automated Question-Answering Over Knowledge Graphs in O&M of Wind Turbines☆13Aug 16, 2022Updated 3 years ago
- Implementation of the approach described in "Understanding deep features with computer-generated imagery" , M. Aubry and B. Russell, ICCV…☆21Aug 15, 2023Updated 2 years ago
- Web app using Pyodide to demo different types of Scikit-learn classifiers☆12Apr 16, 2022Updated 4 years ago
- Python implementation for evaluating explanations presented in "On the (In)fidelity and Sensitivity for Explanations" in NeurIPS 2019 for…☆25Feb 23, 2022Updated 4 years ago
- Distributional Shapley: A Distributional Framework for Data Valuation☆31May 1, 2024Updated 2 years ago
- The system is broken face recognition for adversarial example testing.☆20Aug 18, 2021Updated 4 years ago
- clock_plot provides a simple way to visualize timeseries data, mapping 24 hours onto the 360 degrees of a polar plot☆15Apr 5, 2022Updated 4 years ago
- Analogs of Linguistic Structure in Deep Representations☆19Jul 27, 2017Updated 8 years ago
- Implementation of ICLR 2017 paper "Loss-aware Binarization of Deep Networks"☆20Feb 24, 2019Updated 7 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- CS 294: Deep Reinforcement Learning, Spring 2017 Berkeley☆11Feb 19, 2017Updated 9 years ago
- ☆11Aug 10, 2020Updated 5 years ago
- ☆21Feb 7, 2017Updated 9 years ago
- Influence Maximization in Near-Linear Time: A Martingale Approach Scala implementation☆14Sep 3, 2018Updated 7 years ago
- A pytorch implementation of the AAAI2021 paper GraCapsNet: Interpretable Graph Capsule Networks for Object Recognition☆10Oct 2, 2022Updated 3 years ago
- Tensorflow implementation of the paper "Fast Compressive Sensing Using Generative Model with Structed Latent Variables"☆10Apr 7, 2020Updated 6 years ago
- An exploration of computer assistance in Fantasy Soccer☆13Oct 22, 2014Updated 11 years ago