reference implementation for "explanations can be manipulated and geometry is to blame"
☆38Jul 24, 2022Updated 4 years ago
Alternatives and similar repositories for adv_explanation_ref
Users that are interested in adv_explanation_ref are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Showing the relationship between ImageNet ID and labels and pytorch pre-trained model output ID and labels☆10Oct 11, 2020Updated 5 years ago
- Code-repository for the ICML 2020 paper Fairwashing explanations with off-manifold detergent☆12Dec 18, 2020Updated 5 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
- Concept Relevance Propagation for Localization Models, accepted at SAIAD workshop at CVPR 2023.☆16Jan 16, 2024Updated 2 years ago
- ☆119Nov 21, 2022Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- This repository contains the code for implementing Bidirectional Relevance scores for Digital Histopathology, which was used for the resu…☆16Mar 24, 2023Updated 3 years ago
- Adversarial Attacks on Post Hoc Explanation Techniques (LIME/SHAP)☆81Dec 8, 2022Updated 3 years ago
- ☆52Aug 29, 2020Updated 5 years ago
- IBD: Interpretable Basis Decomposition for Visual Explanation☆52Nov 28, 2018Updated 7 years ago
- Code for toy dataset generation of "Grid Saliency for Context Explanations of Semantic Segmentation" (https://arxiv.org/abs/1907.13054)☆12Nov 28, 2019Updated 6 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
- Code for the Paper 'On the Connection Between Adversarial Robustness and Saliency Map Interpretability' by C. Etmann, S. Lunz, P. Maass, …☆16May 9, 2019Updated 7 years ago
- Understanding Deep Networks via Extremal Perturbations and Smooth Masks☆351Jul 22, 2020Updated 6 years ago
- 💡 Adversarial attacks on explanations and how to defend them☆335Nov 30, 2024Updated last year
- 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.
- ☆12May 26, 2022Updated 4 years ago
- Code for the paper "Adversarial Neural Pruning with Latent Vulnerability Suppression"☆15Nov 23, 2022Updated 3 years ago
- Imbalanced Gradients: A New Cause of Overestimated Adversarial Robustness. (MD attacks)☆11Aug 29, 2020Updated 5 years ago
- IE500618 Machine Learning Course☆14Nov 7, 2020Updated 5 years ago
- Code for☆15Oct 16, 2020Updated 5 years ago
- some generic (but hopefully still useful) recommendations on writing your thesis☆11Mar 24, 2023Updated 3 years ago
- RAG Hallucination Detecting By LRP.☆12Mar 31, 2025Updated last year
- ☆11Mar 24, 2023Updated 3 years ago
- Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).☆997Mar 20, 2024Updated 2 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.
- ☆16Dec 3, 2021Updated 4 years ago
- ☆12Jan 26, 2023Updated 3 years ago
- Code for paper "Poisoned classifiers are not only backdoored, they are fundamentally broken"☆26Jan 7, 2022Updated 4 years ago
- ☆26Oct 26, 2020Updated 5 years ago
- code release for the paper "On Completeness-aware Concept-Based Explanations in Deep Neural Networks"☆54Mar 25, 2022Updated 4 years ago
- Repo for the paper "Exploiting redundancy in large materials datasets for efficient machine learning with less data"☆11Sep 23, 2024Updated last year
- Classification-by-Components: Probabilistic Modeling of Reasoning over a Set of Components [NeurIPS 2019]☆13Mar 31, 2020Updated 6 years ago
- My code solutions to exercises of Bayesian Reasoning and Machine Learning☆20Sep 2, 2021Updated 4 years ago
- Real-time image saliency 🌠 (NIPS 2017)☆125Apr 15, 2018Updated 8 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Scientific Visualization Crash Course (Python & Matplotlib)☆23Aug 23, 2021Updated 4 years ago
- Integrated Grad-CAM (submitted to ICASSP2021 conference)☆19Feb 8, 2021Updated 5 years ago
- Weight-Averaged Sharpness-Aware Minimization (NeurIPS 2022)☆28Jan 13, 2023Updated 3 years ago
- Bayes-Adaptive Monte-Carlo Planning algorithm☆19Mar 5, 2013Updated 13 years ago
- Official Implementation of TMLR's paper: "TabCBM: Concept-based Interpretable Neural Networks for Tabular Data"☆16Apr 4, 2024Updated 2 years ago
- Code for the Proceedings of the National Academy of Sciences 2020 article, "Understanding the Role of Individual Units in a Deep Neural N…☆310Jan 9, 2021Updated 5 years ago
- Demo for the subjective interface☆14Mar 4, 2018Updated 8 years ago