Code for "Just Train Twice: Improving Group Robustness without Training Group Information"
☆72May 18, 2024Updated 2 years ago
Alternatives and similar repositories for jtt
Users that are interested in jtt are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Distributionally robust neural networks for group shifts☆295Jan 3, 2023Updated 3 years ago
- Learning from Failure: Training Debiased Classifier from Biased Classifier (NeurIPS 2020)☆93Oct 22, 2020Updated 5 years ago
- An Investigation of Why Overparameterization Exacerbates Spurious Correlations☆30Jul 12, 2020Updated 6 years ago
- ☆48Jan 17, 2023Updated 3 years ago
- Official code of "Discover and Mitigate Unknown Biases with Debiasing Alternate Networks" (ECCV 2022)☆24Feb 15, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Official code repository for Correct-N-Contrast☆22Jul 18, 2022Updated 4 years ago
- PyTorch implementation of efficient algorithms for DRO with CVaR and Chi-Square uncertainty sets☆65Oct 21, 2022Updated 3 years ago
- ☆18Oct 29, 2022Updated 3 years ago
- Understanding Rare Spurious Correlations in Neural Network☆12Jun 5, 2022Updated 4 years ago
- Official codebase for the NeurIPS 2023 paper: Towards Last-layer Retraining for Group Robustness with Fewer Annotations. https://arxiv.or…☆12May 15, 2024Updated 2 years ago
- Demonstrates failures of bias mitigation methods under varying types/levels of biases (WACV 2021)☆26Mar 31, 2024Updated 2 years ago
- ☆111Sep 20, 2023Updated 2 years ago
- Simple data balancing baselines for worst-group-accuracy benchmarks.☆45Oct 24, 2023Updated 2 years ago
- Provable Worst Case Guarantees for the Detection of Out-of-Distribution Data☆13Sep 20, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Distributional and Outlier Robust Optimization (ICML 2021)☆28Jul 10, 2021Updated 5 years ago
- ☆23Jun 15, 2022Updated 4 years ago
- EnD: Entangling and Disentangling deep representations for bias correction | CVPR21 https://doi.org/10.1109/CVPR46437.2021.01330☆15Sep 1, 2021Updated 4 years ago
- ☆18Jun 1, 2021Updated 5 years ago
- ☆14Jan 20, 2025Updated last year
- Code for Environment Inference for Invariant Learning (ICML 2021 Paper)☆52Jun 10, 2021Updated 5 years ago
- Official Implementation of Avoiding spurious correlations via logit correction☆17May 6, 2023Updated 3 years ago
- ☆21Apr 10, 2023Updated 3 years ago
- ☆35Mar 13, 2021Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Post-processing for fair classification☆16Jun 30, 2025Updated last year
- DomainBed is a suite to test domain generalization algorithms☆1,631Dec 16, 2025Updated 7 months ago
- A reproduced PyTorch implementation of the Adversarially Reweighted Learning (ARL) model, originally presented in "Fairness without Demog…☆21Jan 30, 2021Updated 5 years ago
- [ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift☆112Jul 10, 2023Updated 3 years ago
- General fair regression subject to demographic parity constraint. Paper appeared in ICML 2019.☆16Jul 5, 2020Updated 6 years ago
- ☆16Oct 16, 2023Updated 2 years ago
- An Empirical Study of Memorization in NLP (ACL 2022)☆13Jun 22, 2022Updated 4 years ago
- Official Pytorch implementation of "Learning Debiased Representation via Disentangled Feature Augmentation (Neurips 2021, Oral)"☆106Mar 23, 2023Updated 3 years ago
- A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.☆599Jan 26, 2024Updated 2 years 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.
- Official Pytorch implementation of ReBias (Learning De-biased Representations with Biased Representations), ICML 2020☆175Jul 25, 2024Updated 2 years ago
- Toy datasets to evaluate algorithms for domain generalization and invariance learning.☆43Dec 5, 2021Updated 4 years ago
- [ICML 2023] "Robust Weight Signatures: Gaining Robustness as Easy as Patching Weights?" by Ruisi Cai, Zhenyu Zhang, Zhangyang Wang☆16May 4, 2023Updated 3 years ago
- This is the official repository of the following paper: "Achieving Fairness Through Channel Pruning for Dermatological Disease Diagnosis"…☆10Jan 4, 2025Updated last year
- Combating hidden stratification with GEORGE☆64May 18, 2021Updated 5 years ago
- Wrap around any model to output differentially private prediction sets with finite sample validity on any dataset.☆18Mar 3, 2024Updated 2 years ago
- Implementation of the LOSSGRAD optimization algorithm☆15Mar 21, 2019Updated 7 years ago