kohpangwei / group_DROView external linksLinks
Distributionally robust neural networks for group shifts
☆294Jan 3, 2023Updated 3 years ago
Alternatives and similar repositories for group_DRO
Users that are interested in group_DRO are comparing it to the libraries listed below
Sorting:
- Code for "Just Train Twice: Improving Group Robustness without Training Group Information"☆73May 18, 2024Updated last year
- Code for Environment Inference for Invariant Learning (ICML 2021 Paper)☆51Jun 10, 2021Updated 4 years ago
- A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.☆592Jan 26, 2024Updated 2 years ago
- Group-conditional DRO to alleviate spurious correlations☆15Jul 15, 2021Updated 4 years ago
- PyTorch implementation of efficient algorithms for DRO with CVaR and Chi-Square uncertainty sets☆64Oct 21, 2022Updated 3 years ago
- An Investigation of Why Overparameterization Exacerbates Spurious Correlations☆30Jul 12, 2020Updated 5 years ago
- Simple data balancing baselines for worst-group-accuracy benchmarks.☆43Oct 24, 2023Updated 2 years ago
- DomainBed is a suite to test domain generalization algorithms☆1,597Dec 16, 2025Updated last month
- Learning from Failure: Training Debiased Classifier from Biased Classifier (NeurIPS 2020)☆94Oct 22, 2020Updated 5 years ago
- Distributional and Outlier Robust Optimization (ICML 2021)☆28Jul 10, 2021Updated 4 years ago
- PyTorch code to run synthetic experiments.☆433Sep 8, 2021Updated 4 years ago
- Toy datasets to evaluate algorithms for domain generalization and invariance learning.☆43Dec 5, 2021Updated 4 years ago
- ☆23Jun 15, 2022Updated 3 years ago
- ☆56Aug 14, 2020Updated 5 years ago
- ☆111Sep 20, 2023Updated 2 years ago
- LISA for ICML 2022☆52Apr 12, 2023Updated 2 years ago
- The Pitfalls of Simplicity Bias in Neural Networks [NeurIPS 2020] (http://arxiv.org/abs/2006.07710v2)☆42Jan 21, 2024Updated 2 years ago
- [ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift☆111Jul 10, 2023Updated 2 years ago
- ☆43Oct 2, 2018Updated 7 years ago
- "Predict, then Interpolate: A Simple Algorithm to Learn Stable Classifiers" ICML 2021☆18Jun 1, 2021Updated 4 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
- Implementation of Invariant Risk Minimization https://arxiv.org/abs/1907.02893☆91Feb 13, 2020Updated 6 years ago