MadryLab / datamodels-dataLinks
Data for "Datamodels: Predicting Predictions with Training Data"
☆97Updated 2 years ago
Alternatives and similar repositories for datamodels-data
Users that are interested in datamodels-data are comparing it to the libraries listed below
Sorting:
- ☆31Updated 2 years ago
- A fast, effective data attribution method for neural networks in PyTorch☆223Updated last year
- A modern look at the relationship between sharpness and generalization [ICML 2023]☆43Updated 2 years ago
- ☆96Updated 3 years ago
- ☆18Updated 3 years ago
- ModelDiff: A Framework for Comparing Learning Algorithms☆58Updated 2 years ago
- ☆55Updated 5 years ago
- Distilling Model Failures as Directions in Latent Space☆47Updated 2 years ago
- ☆46Updated 2 years ago
- ☆62Updated 4 years ago
- Code for paper "Can contrastive learning avoid shortcut solutions?" NeurIPS 2021.☆47Updated 3 years ago
- ☆32Updated last year
- ☆63Updated 3 years ago
- DiWA: Diverse Weight Averaging for Out-of-Distribution Generalization☆31Updated 2 years ago
- ☆110Updated 2 years ago
- Influence Analysis and Estimation - Survey, Papers, and Taxonomy☆83Updated last year
- Recycling diverse models☆46Updated 2 years ago
- ☆37Updated 2 years ago
- Code for the ICLR 2022 paper. Salient Imagenet: How to discover spurious features in deep learning?☆40Updated 3 years ago
- MetaShift: A Dataset of Datasets for Evaluating Contextual Distribution Shifts and Training Conflicts (ICLR 2022)☆109Updated 3 years ago
- Code for Active Learning at The ImageNet Scale. This repository implements many popular active learning algorithms and allows training wi…☆54Updated 4 years ago
- Towards Understanding Sharpness-Aware Minimization [ICML 2022]☆37Updated 3 years ago
- Official PyTorch implementation of "Neural Relation Graph: A Unified Framework for Identifying Label Noise and Outlier Data" (NeurIPS'23)☆15Updated 2 years ago
- Code release for REPAIR: REnormalizing Permuted Activations for Interpolation Repair☆52Updated last year
- ☆34Updated last year
- This repository contains the code of the distribution shift framework presented in A Fine-Grained Analysis on Distribution Shift (Wiles e…☆84Updated 3 weeks ago
- Official code for "In Search of Robust Measures of Generalization" (NeurIPS 2020)☆28Updated 5 years ago
- Revisiting Efficient Training Algorithms For Transformer-based Language Models (NeurIPS 2023)☆81Updated 2 years ago
- [NeurIPS 2021] A Geometric Analysis of Neural Collapse with Unconstrained Features☆59Updated 3 years ago
- ☆80Updated 3 years ago