CAMP-eXplain-AI / RoarTorch
CVPR 2021 | Metrics for evaluating interpretability methods.
☆10Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for RoarTorch
- Official repository for "Bridging Adversarial Robustness and Gradient Interpretability".☆30Updated 5 years ago
- IBD: Interpretable Basis Decomposition for Visual Explanation☆51Updated 5 years ago
- Code for the Paper 'On the Connection Between Adversarial Robustness and Saliency Map Interpretability' by C. Etmann, S. Lunz, P. Maass, …☆16Updated 5 years ago
- Code for Net2Vec: Quantifying and Explaining how Concepts are Encoded by Filters in Deep Neural Networks☆31Updated 6 years ago
- Python implementation for evaluating explanations presented in "On the (In)fidelity and Sensitivity for Explanations" in NeurIPS 2019 for…☆25Updated 2 years ago
- Code for AAAI 2018 accepted paper: "Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing the…☆54Updated last year
- Caffe code for the paper "Adversarial Manipulation of Deep Representations"☆16Updated 7 years ago
- Interpretation of Neural Network is Fragile☆36Updated 6 months ago
- Official PyTorch implementation for our ICCV 2019 paper - Fooling Network Interpretation in Image Classification☆24Updated 5 years ago
- Rotated MNIST dataset☆21Updated 6 years ago
- This repository is all about papers and tools of Explainable AI☆36Updated 4 years ago
- Code for Fong and Vedaldi 2017, "Interpretable Explanations of Black Boxes by Meaningful Perturbation"☆30Updated 5 years ago
- ☆53Updated 6 years ago
- Papers on interpretable deep learning, for review☆29Updated 6 years ago
- ☆48Updated 4 years ago
- Code for the paper 'Understanding Measures of Uncertainty for Adversarial Example Detection'☆57Updated 6 years ago
- CVPR 2021 | Code to reproduce the results of the paper: A Khakzar, S Baselizadeh, S Khanduja, C Rupprecht, ST Kim, N Navab, Neural Respon…☆11Updated 3 years ago
- On the importance of single directions for generalization(Morcos et al, ICLR 2018)☆17Updated 6 years ago
- Official Repo for "Efficient task-specific data valuation for nearest neighbor algorithms"☆26Updated 4 years ago
- A simple snapshotting system for managing research results using Git.☆29Updated 5 years ago
- Connecting Pixels to Privacy and Utility: Automatic Redaction of Private Information in Images, CVPR 2018☆14Updated 6 years ago
- Code for the paper "Adversarial Attacks Against Medical Deep Learning Systems"☆67Updated 5 years ago
- reproduction of Thermometer Encoding: One Hot Way To Resist Adversarial Examples in pytorch☆16Updated 6 years ago
- ☆19Updated 3 years ago
- Pre-Training Buys Better Robustness and Uncertainty Estimates (ICML 2019)☆99Updated 2 years ago
- Code for the CVPR 2021 paper: Understanding Failures of Deep Networks via Robust Feature Extraction☆35Updated 2 years ago
- In this part, I've introduced and experimented with ways to interpret and evaluate models in the field of image. (Pytorch)☆40Updated 4 years ago
- Counterfactual Explanation Based on Gradual Construction for Deep Networks Pytorch☆11Updated 3 years ago
- SGD and Ordered SGD codes for deep learning, SVM, and logistic regression☆34Updated 4 years ago
- Rethinking Bias-Variance Trade-off for Generalization of Neural Networks☆49Updated 3 years ago