sukrutrao / Attribution-Evaluation
Code for the paper: Towards Better Understanding Attribution Methods. CVPR 2022.
☆16Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for Attribution-Evaluation
- [TPAMI 2019] The implementation for "Direction Concentration Learning: Enhancing Congruency in Machine Learning"☆23Updated 4 years ago
- HIVE: Evaluating the Human Interpretability of Visual Explanations (ECCV 2022)☆19Updated last year
- Code for "Interpretable image classification with differentiable prototypes assignment", ECCV 2022☆21Updated 2 years ago
- Code and data for the paper "In or Out? Fixing ImageNet Out-of-Distribution Detection Evaluation"☆24Updated last year
- Code for Continuously Changing Corruptions (CCC) benchmark + evaluation☆29Updated 3 months ago
- NeurIPS22 "RankFeat: Rank-1 Feature Removal for Out-of-distribution Detection"☆19Updated 7 months ago
- This repository contains the implementation of Concept Activation Regions, a new framework to explain deep neural networks with human con…☆9Updated 2 years ago
- ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition☆34Updated last year
- Code Release for "Self-supervised Learning is More Robust to Dataset Imbalance"☆37Updated 2 years ago
- ☆24Updated last year
- [WACV'23] Mixture Outlier Exposure for Out-of-Distribution Detection in Fine-grained Environments☆25Updated last year
- PyTorch Transformer-based Language Model Implementation of ConceptSHAP☆12Updated 4 years ago
- Code release for paper Extremely Simple Activation Shaping for Out-of-Distribution Detection☆49Updated 2 months ago
- [NeurIPS'21] "AugMax: Adversarial Composition of Random Augmentations for Robust Training" by Haotao Wang, Chaowei Xiao, Jean Kossaifi, Z…☆125Updated 2 years ago
- Pruning CNN using CNN with toy example☆19Updated 3 years ago
- Visual Representation Learning Benchmark for Self-Supervised Models☆35Updated 7 months ago
- Code for the paper "A Whac-A-Mole Dilemma Shortcuts Come in Multiples Where Mitigating One Amplifies Others"☆45Updated 4 months ago
- Official implementation for the CVPR paper "Convolutional Dynamic Alignment Networks for Interpretable Classifications"☆28Updated last year
- NeurIPS 2021 | Fine-Grained Neural Network Explanation by Identifying Input Features with Predictive Information☆32Updated 2 years ago
- ☆16Updated 5 months ago
- Code for a research paper "Part-Based Models Improve Adversarial Robustness" (ICLR 2023)☆22Updated last year
- ☆28Updated 3 years ago
- Pytorch SimCLR on CIFAR10 (92.85% test accuracy)☆56Updated 4 years ago
- This is a code repository for paper OODformer: Out-Of-Distribution Detection Transformer☆40Updated 3 years ago
- FunnyBirds: A Synthetic Vision Dataset for a Part-Based Analysis of Explainable AI Methods (ICCV 2023)☆20Updated 9 months ago
- Create generated datasets and train robust classifiers☆35Updated last year
- ☆105Updated last year
- Generalizing to unseen domains via distribution matching☆70Updated 4 years ago
- On the Importance of Gradients for Detecting Distributional Shifts in the Wild☆53Updated 2 years ago
- This repository provides code for "On Interaction Between Augmentations and Corruptions in Natural Corruption Robustness".☆44Updated 2 years ago