Do input gradients highlight discriminative features? [NeurIPS 2021] (https://arxiv.org/abs/2102.12781)
☆12Jan 10, 2023Updated 3 years ago
Alternatives and similar repositories for inputgradients
Users that are interested in inputgradients are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for the paper "Evading Black-box Classifiers Without Breaking Eggs" [SaTML 2024]☆21Apr 15, 2024Updated 2 years ago
- Here I gather promising research directions to make DNNs interpretable☆17Apr 11, 2024Updated 2 years ago
- Code for the papers: "Stop Throwing Away Discriminators! Re-using Adversaries for Test-Time Training", Valvano et al., DART 2021; and "Re…☆10Jan 20, 2022Updated 4 years ago
- reanalysis of the ObjectNet paper and our annotations and code☆16Mar 4, 2021Updated 5 years ago
- Code for the paper "Distinguishing the Knowable from the Unknowable with Language Models"☆11Jul 18, 2026Updated 2 months 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.
- ☆25May 20, 2020Updated 6 years ago
- Provable Worst Case Guarantees for the Detection of Out-of-Distribution Data☆13Sep 20, 2022Updated 4 years ago
- SGD with large step sizes learns sparse features [ICML 2023]☆35Apr 24, 2023Updated 3 years ago
- ☆37Jun 10, 2021Updated 5 years ago
- ☆11Sep 11, 2022Updated 4 years ago
- Connecting Interpretability and Robustness in Decision Trees through Separation☆17May 8, 2021Updated 5 years ago
- Official repo for the paper "Make Some Noise: Reliable and Efficient Single-Step Adversarial Training" (https://arxiv.org/abs/2202.01181)☆25Oct 17, 2022Updated 3 years ago
- code released for our TIP 2021 paper "Adversarial Domain Adaptation with Prototype-based Normalized Output Conditioner"☆15May 24, 2023Updated 3 years ago
- Active and Sample-Efficient Model Evaluation☆27May 22, 2025Updated last year
- 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.
- Source Code of the ROAD benchmark for feature attribution methods (ICML22)☆26Jun 26, 2023Updated 3 years ago
- ☆112Sep 20, 2023Updated 3 years ago
- ☆35Sep 23, 2022Updated 4 years ago
- ☆42Mar 23, 2023Updated 3 years ago
- Ukrainian ELECTRA model☆12Mar 11, 2023Updated 3 years ago
- Python library for argument and configuration management☆57Feb 7, 2023Updated 3 years ago
- ☆34Jan 25, 2024Updated 2 years ago
- Implementation of CVPR 2022 paper "Learning Distinctive Margin toward Active Domain Adaptation”☆20Apr 3, 2022Updated 4 years ago
- Code for Continuously Changing Corruptions (CCC) benchmark + evaluation☆43Aug 29, 2026Updated last month
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- CartoonX is a saliency map method for image classifiers operating in the wavelet/shearlet domain.☆10Feb 23, 2026Updated 7 months ago
- ☆32Oct 20, 2022Updated 3 years ago
- (ICML 2021) Mandoline: Model Evaluation under Distribution Shift☆30Jun 14, 2021Updated 5 years ago
- Official repository for our NeurIPS 2021 paper "Unadversarial Examples: Designing Objects for Robust Vision"☆104Jul 25, 2024Updated 2 years ago
- This repository provides code for "On Interaction Between Augmentations and Corruptions in Natural Corruption Robustness".☆48Nov 6, 2022Updated 3 years ago
- This is the public github for our paper "Transformer with a Mixture of Gaussian Keys"☆29Aug 13, 2022Updated 4 years ago
- The Pitfalls of Simplicity Bias in Neural Networks [NeurIPS 2020] (http://arxiv.org/abs/2006.07710v2)☆42Jan 21, 2024Updated 2 years ago
- Gradient-based Hyperparameter Optimization Over Long Horizons☆14Sep 29, 2021Updated 5 years ago
- Influence Estimation for Gradient-Boosted Decision Trees☆29May 27, 2024Updated 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.
- Data and code for paper "ODSum: New Benchmarks for Open Domain Multi-Document Summarization"☆11Sep 20, 2024Updated 2 years ago
- Understanding and Improving Fast Adversarial Training [NeurIPS 2020]☆97Sep 23, 2021Updated 5 years ago
- [CVPRW'22] A privacy attack that exploits Adversarial Training models to compromise the privacy of Federated Learning systems.☆12Jul 7, 2022Updated 4 years ago
- This repository contains the implementation of Label-Free XAI, a new framework to adapt explanation methods to unsupervised models. For m…☆25Sep 21, 2022Updated 4 years ago
- Code and Data for GlitchBench☆13Feb 27, 2024Updated 2 years ago
- "In-Context Unlearning: Language Models as Few Shot Unlearners". Martin Pawelczyk, Seth Neel* and Himabindu Lakkaraju*; ICML 2024.☆30Oct 18, 2023Updated 2 years ago
- This repository provides a summarization of recent empirical studies/human studies that measure human understanding with machine explanat…☆14Jul 24, 2024Updated 2 years ago