YanNeu / spurious_imagenetLinks
Spurious Features Everywhere - Large-Scale Detection of Harmful Spurious Features in ImageNet
☆32Updated 2 years ago
Alternatives and similar repositories for spurious_imagenet
Users that are interested in spurious_imagenet are comparing it to the libraries listed below
Sorting:
- A modern look at the relationship between sharpness and generalization [ICML 2023]☆43Updated 2 years ago
- Code for the ICLR 2022 paper. Salient Imagenet: How to discover spurious features in deep learning?☆40Updated 3 years ago
- Distilling Model Failures as Directions in Latent Space☆47Updated 2 years ago
- Official codebase for the NeurIPS 2023 paper: Towards Last-layer Retraining for Group Robustness with Fewer Annotations. https://arxiv.or…☆11Updated last year
- ☆27Updated last year
- ☆109Updated 2 years ago
- Code for the paper "A Whac-A-Mole Dilemma Shortcuts Come in Multiples Where Mitigating One Amplifies Others"☆49Updated last year
- ☆16Updated 2 years ago
- Do input gradients highlight discriminative features? [NeurIPS 2021] (https://arxiv.org/abs/2102.12781)☆13Updated 2 years ago
- A simple and efficient baseline for data attribution☆11Updated 2 years ago
- ☆46Updated 2 years ago
- What do we learn from inverting CLIP models?☆56Updated last year
- Host CIFAR-10.2 Data Set☆13Updated 4 years ago
- Code for the paper "The Journey, Not the Destination: How Data Guides Diffusion Models"☆25Updated last year
- Understanding Rare Spurious Correlations in Neural Network☆12Updated 3 years ago
- ☆31Updated last year
- SpuCo is a Python package developed to further research to address spurious correlations.☆24Updated 10 months ago
- ☆39Updated 3 years ago
- Data for "Datamodels: Predicting Predictions with Training Data"☆97Updated 2 years ago
- ☆30Updated 2 years ago
- [NeurIPS 2021] A Geometric Analysis of Neural Collapse with Unconstrained Features☆59Updated 3 years ago
- ModelDiff: A Framework for Comparing Learning Algorithms☆59Updated 2 years ago
- Source code of "Calibrating Large Language Models Using Their Generations Only", ACL2024☆22Updated 11 months ago
- [ICML 2023] "Robust Weight Signatures: Gaining Robustness as Easy as Patching Weights?" by Ruisi Cai, Zhenyu Zhang, Zhangyang Wang☆16Updated 2 years ago
- This repository contains the implementation of Concept Activation Regions, a new framework to explain deep neural networks with human con…☆14Updated 3 years ago
- Code for the paper "Evading Black-box Classifiers Without Breaking Eggs" [SaTML 2024]☆21Updated last year
- Dataset Interfaces: Diagnosing Model Failures Using Controllable Counterfactual Generation☆45Updated 2 years ago
- This is an official repository for "LAVA: Data Valuation without Pre-Specified Learning Algorithms" (ICLR2023).☆51Updated last year
- ☆23Updated last year
- ☆34Updated last year