Code for Fong and Vedaldi 2017, "Interpretable Explanations of Black Boxes by Meaningful Perturbation"
☆32Sep 25, 2019Updated 6 years ago
Alternatives and similar repositories for perturb_explanations
Users that are interested in perturb_explanations are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PyTorch implementation of Interpretable Explanations of Black Boxes by Meaningful Perturbation☆335Nov 30, 2021Updated 4 years ago
- IBD: Interpretable Basis Decomposition for Visual Explanation☆52Nov 28, 2018Updated 7 years ago
- tensorflow implementation of Generating Images with Perceptual Similarity Metrics based on Deep Networks☆21Sep 5, 2017Updated 8 years ago
- Interpretable Explanations of Black Boxes by Meaningful Perturbation Pytorch☆12Aug 30, 2024Updated last year
- A public repository for corrupt0 datathon's court data☆11Jul 6, 2019Updated 7 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.
- 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
- NoiseGrad (and its extension NoiseGrad++) is a method to enhance explanations of artificial neural networks by adding noise to model weig…☆22May 11, 2023Updated 3 years ago
- Explaining Image Classifiers by Counterfactual Generation☆28Apr 23, 2022Updated 4 years ago
- Scrape, clean and explore ThaiME dataset☆12Jul 29, 2020Updated 5 years ago
- Image annotation UIs (good for AMT tasks)☆20Oct 12, 2015Updated 10 years ago
- Code for Net2Vec: Quantifying and Explaining how Concepts are Encoded by Filters in Deep Neural Networks☆30Feb 8, 2018Updated 8 years ago
- ☆11Jun 14, 2019Updated 7 years ago
- A catalog of Jupyter Notebooks presenting new techniques to interpret black box machine learning models.☆15Nov 14, 2018Updated 7 years ago
- Network Dissection http://netdissect.csail.mit.edu for quantifying interpretability of deep CNNs.☆453Aug 25, 2018Updated 7 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Code for "Interpretable Image Recognition with Hierarchical Prototypes"☆19Nov 1, 2019Updated 6 years ago
- Pytorch implementation of Real Time Image Saliency for Black Box Classifiers https://arxiv.org/abs/1705.07857☆59Oct 15, 2019Updated 6 years ago
- Code for human intervention reinforcement learning☆35Jan 8, 2018Updated 8 years ago
- There and Back Again: Revisiting Backpropagation Saliency Methods (CVPR 2020)☆53Apr 7, 2020Updated 6 years ago
- Article for Special Edition of Information: Machine Learning with Python☆14Jan 8, 2025Updated last year
- Run Pytorch graphs inside Theano graph (and pytorch wrapper for AIS for generative models).☆18Oct 19, 2017Updated 8 years ago
- ☆117Nov 21, 2022Updated 3 years ago
- Codes for reproducing the contrastive explanation in “Explanations based on the Missing: Towards Contrastive Explanations with Pertinent…☆54Jul 4, 2018Updated 8 years ago
- Eidolons: Novel Stimuli for Vision Research☆15Oct 26, 2022Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Smooshing animals with UMAP and WebGL☆31Sep 20, 2019Updated 6 years ago
- Code for Learning to See by Moving, ICCV 2015.☆15Jan 24, 2017Updated 9 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
- The repository for the official Biased Action Recognition (BAR) dataset for the paper Learning from Failure: Training Debiased Classifier…☆35Nov 10, 2020Updated 5 years ago
- ☆18Mar 10, 2017Updated 9 years ago
- Lightweight Face Image Quality Assessment☆12Nov 19, 2021Updated 4 years ago
- CoRelAy is a tool to compose small-scale (single-machine) analysis pipelines.☆32Apr 30, 2026Updated 2 months ago
- Data and materials from the paper "Comparing deep neural networks against humans: object recognition when the signal gets weaker" (arXiv …☆37Aug 2, 2021Updated 4 years ago
- Official implementation for the CVPR paper "Convolutional Dynamic Alignment Networks for Interpretable Classifications"☆30Aug 17, 2023Updated 2 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.
- Light version of Network Dissection for Quantifying Interpretability of Networks☆221May 6, 2019Updated 7 years ago
- A Dataset for Thai Text Summarization with over 310K articles.☆30Feb 4, 2023Updated 3 years ago
- ☆46Apr 18, 2019Updated 7 years ago
- An implementation of the Contrast Predictive Coding (CPC) method to train audio features in an unsupervised fashion.☆10Feb 22, 2022Updated 4 years ago
- Visualizing how deep networks make decisions☆67Jul 12, 2019Updated 6 years ago
- JAX tutorials for PyTorch users☆14Feb 18, 2023Updated 3 years ago
- ☆38Jan 11, 2024Updated 2 years ago