reference implementation for "explanations can be manipulated and geometry is to blame"
☆39Jul 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 6 years ago
- Code-repository for the ICML 2020 paper Fairwashing explanations with off-manifold detergent☆12Dec 18, 2020Updated 5 years ago
- Interpretation of Neural Network is Fragile☆38May 1, 2024Updated 2 years ago
- Concept Relevance Propagation for Localization Models, accepted at SAIAD workshop at CVPR 2023.☆17Jan 16, 2024Updated 2 years ago
- ☆119Nov 21, 2022Updated 3 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.
- 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
- ☆52Aug 29, 2020Updated 6 years ago
- True-color terminal image visualization library with command-line interface for python☆10Dec 3, 2024Updated last year
- Implemention of "Robust Watermarking of Neural Network with Exponential Weighting" in TensorFlow.☆13Dec 2, 2020Updated 5 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
- ☆11Aug 4, 2020Updated 6 years ago
- Python implementation for evaluating explanations presented in "On the (In)fidelity and Sensitivity for Explanations" in NeurIPS 2019 for…☆24Feb 23, 2022Updated 4 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
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.☆249May 13, 2026Updated 5 months 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
- Guided Adversarial Attack for Evaluating and Enhancing Adversarial Defenses, NeurIPS Spotlight 2020☆26Dec 23, 2020Updated 5 years ago
- Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).☆996Mar 20, 2024Updated 2 years ago
- Implemented CURE algorithm from robustness via curvature regularization and vice versa☆32Dec 8, 2022Updated 3 years ago
- PyTorch implementation of SmoothTaylor☆15Sep 5, 2021Updated 5 years ago
- Imbalanced Gradients: A New Cause of Overestimated Adversarial Robustness. (MD attacks)☆11Aug 29, 2020Updated 6 years ago
- Code for the paper "Adversarial Neural Pruning with Latent Vulnerability Suppression"☆15Nov 23, 2022Updated 3 years ago
- Pruning CNN using CNN with toy example☆23Jun 21, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆11May 26, 2022Updated 4 years ago
- Information Bottlenecks for Attribution☆84Nov 10, 2022Updated 3 years ago
- Repository for "From What to How: Attributing CLIP's Latent Components Reveals Unexpected Semantic Reliance"☆11Jun 8, 2025Updated last year
- ☆18Jul 26, 2024Updated 2 years ago
- Repository for the Feature Alignment to Descriptions Evaluation (FADE) Paper☆11Feb 10, 2026Updated 8 months ago
- Code for using CDEP from the paper "Interpretations are useful: penalizing explanations to align neural networks with prior knowledge" ht…☆126Mar 22, 2021Updated 5 years ago
- Code for "The Atlas of In-Context Learning: How Attention Heads Shape In-Context Retrieval Augmentation", NeurIPS 2025☆12Jan 20, 2026Updated 9 months ago
- Official Code for Scaling Adversarial Training to Large Perturbation Bounds (ECCV-2022)☆11Nov 25, 2022Updated 3 years ago
- Code for Net2Vec: Quantifying and Explaining how Concepts are Encoded by Filters in Deep Neural Networks☆30Feb 8, 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.
- some generic (but hopefully still useful) recommendations on writing your thesis☆11Mar 24, 2023Updated 3 years ago
- This repository is the official implementation of Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regulari…☆21Dec 17, 2022Updated 3 years ago
- The official code of Relevance-CAM☆45Feb 22, 2024Updated 2 years ago
- ☆26Oct 26, 2020Updated 6 years ago
- Explaining Image Classifiers by Counterfactual Generation☆27Apr 23, 2022Updated 4 years ago
- Disguising Attacks with Explanation-Aware Backdoors (IEEE S&P 2023)☆13Jan 3, 2026Updated 10 months ago
- code release for the paper "On Completeness-aware Concept-Based Explanations in Deep Neural Networks"☆54Mar 25, 2022Updated 4 years ago