Interpretation of Neural Network is Fragile
☆37May 1, 2024Updated last year
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
- Code for the Adversarial Image Detectors and a Saliency Map☆12Mar 23, 2017Updated 9 years ago
- Code for "Neuron Shapley: Discovering the Responsible Neurons"☆27May 1, 2024Updated last year
- 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
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Temporal-Dynamics Aware Adversarial Attacks on Discrete Time Dynamic Graph Models☆17Oct 19, 2024Updated last year
- IJCAI-24 Tutorial on Counterfactual Explanations: https://sites.google.com/view/tut-counterfactuals-ijcai24/☆12Aug 5, 2024Updated last year
- PyTorch code for KDD 18 paper: Towards Explanation of DNN-based Prediction with Guided Feature Inversion☆21Feb 4, 2019Updated 7 years ago
- ☆30Jul 4, 2025Updated 9 months ago
- Train a simple convnet on the MNIST dataset and evaluate the BALD acquisition function☆16Aug 7, 2017Updated 8 years ago
- ☆11Jul 12, 2022Updated 3 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
- Prediction Explanations Clustering☆10Oct 19, 2023Updated 2 years ago
- Data Science Research Project: Map poverty using satellite images.☆11Aug 14, 2020Updated 5 years ago
- AI Agents on 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.
- 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 3 years ago
- Distributional Shapley: A Distributional Framework for Data Valuation☆31May 1, 2024Updated last year
- The system is broken face recognition for adversarial example testing.☆20Aug 18, 2021Updated 4 years ago
- Pytorch implementation of BEAR in "Stabilizing Off-Policy Q-Learning via Bootstrapping Error Reduction"☆11Oct 29, 2019Updated 6 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
- Towards Automatic Concept-based Explanations☆163May 1, 2024Updated last year
- A tool to visualize convolutional layer activations on an input image.☆17Oct 23, 2019Updated 6 years ago
- Analogs of Linguistic Structure in Deep Representations☆19Jul 27, 2017Updated 8 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Recurrent Neural Network Demo by PyBrain☆10Feb 2, 2015Updated 11 years ago
- CS 294: Deep Reinforcement Learning, Spring 2017 Berkeley☆11Feb 19, 2017Updated 9 years ago
- Implementation of ICLR 2017 paper "Loss-aware Binarization of Deep Networks"☆20Feb 24, 2019Updated 7 years ago
- ☆11Aug 10, 2020Updated 5 years ago
- A School for All Seasons on Trustworthy Machine Learning☆12Jun 30, 2021Updated 4 years ago
- ☆807Dec 29, 2020Updated 5 years ago
- Influence Maximization in Near-Linear Time: A Martingale Approach Scala implementation☆14Sep 3, 2018Updated 7 years ago
- ☆13Jul 3, 2022Updated 3 years ago
- An exploration of computer assistance in Fantasy Soccer☆13Oct 22, 2014Updated 11 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- (Web)Mapping Elephants with Sparks☆13Feb 9, 2016Updated 10 years ago
- PGD adversarial training in PyTorch☆13Sep 4, 2019Updated 6 years ago
- Hierarchical Clustering with Prototypes☆10Apr 1, 2022Updated 4 years ago
- How to use D3 to build data visualizations.☆12Mar 7, 2019Updated 7 years ago
- 基于Markdown语言的快速笔记软件,QT框架开发☆12May 14, 2016Updated 9 years ago
- code for paper Decoupling "when to update" from "how to update" [https://arxiv.org/abs/1706.02613]☆22Nov 16, 2017Updated 8 years ago
- Active Learning with Partial Feedback, ICLR 2019☆11Apr 27, 2020Updated 5 years ago