[ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift
☆111Jul 10, 2023Updated 2 years ago
Alternatives and similar repositories for SubpopBench
Users that are interested in SubpopBench are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆48Jan 17, 2023Updated 3 years ago
- Improving the Fairness of Chest X-ray Classifiers☆14Mar 24, 2022Updated 3 years ago
- [ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond☆141Jan 26, 2023Updated 3 years ago
- ☆110Sep 20, 2023Updated 2 years ago
- Distributionally robust neural networks for group shifts☆294Jan 3, 2023Updated 3 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 last year
- SleepLM: Natural-Language Intelligence for Human Sleep☆29Mar 10, 2026Updated last week
- Benchmark for Natural Temporal Distribution Shift (NeurIPS 2022)☆68Mar 29, 2023Updated 2 years ago
- ☆23Jun 15, 2022Updated 3 years ago
- Official repository for 'Risk of Bias in Chest Radiography Deep Learning Foundation Models'☆12Sep 27, 2023Updated 2 years ago
- A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.☆594Jan 26, 2024Updated 2 years ago
- [NeurIPS 2023] Official Pytorch code for LOVM: Language-Only Vision Model Selection☆21Feb 3, 2024Updated 2 years ago
- An Empirical Framework for Domain Generalization In Clinical Settings☆30Mar 21, 2022Updated 4 years ago
- MetaShift: A Dataset of Datasets for Evaluating Contextual Distribution Shifts and Training Conflicts (ICLR 2022)☆108Aug 29, 2022Updated 3 years ago
- Source code for the Nature Machine Intelligence paper: When and how convolutional neural networks generalize to out-of-distribution categ…☆24Feb 26, 2022Updated 4 years ago
- ☆18Oct 29, 2022Updated 3 years ago
- ☆30Mar 1, 2024Updated 2 years ago
- [ICML 2019] ME-Net: Towards Effective Adversarial Robustness with Matrix Estimation☆54Oct 29, 2025Updated 4 months ago
- Code and instructions accompanying ICCV'23 paper Protoype-based Dataset Comparison☆18Dec 15, 2023Updated 2 years ago
- [ICCV 2023] Going Beyond Nouns With Vision & Language Models Using Synthetic Data☆13Sep 30, 2023Updated 2 years ago
- ☆21Apr 10, 2023Updated 2 years ago
- Official repository for 'Algorithmic encoding of protected characteristics in chest X-ray disease detection models'☆24Feb 15, 2023Updated 3 years ago
- Repository for the NeurIPS 2023 paper "Beyond Confidence: Reliable Models Should Also Consider Atypicality"☆13Apr 21, 2024Updated last year
- LISA for ICML 2022☆52Apr 12, 2023Updated 2 years ago
- [NeurIPS 2022] "Adversarial Training with Complementary Labels: On the Benefit of Gradually Informative Attacks"☆13Nov 11, 2022Updated 3 years ago
- Code and datasets for "Text encoders are performance bottlenecks in contrastive vision-language models". Coming soon!☆11May 24, 2023Updated 2 years ago
- Sample end-to-end pipeline over MIMIC-IV demonstrating the Event Stream GPT code base.☆17Jan 3, 2024Updated 2 years ago
- ☆13Oct 8, 2021Updated 4 years ago
- Github for the conference paper GLOD-Gaussian Likelihood OOD detector☆16Apr 18, 2022Updated 3 years ago
- DiWA: Diverse Weight Averaging for Out-of-Distribution Generalization☆31Jan 31, 2023Updated 3 years ago
- SpuCo is a Python package developed to further research to address spurious correlations.☆26Jan 16, 2025Updated last year
- ☆12Jul 17, 2023Updated 2 years ago
- Implementation of Invariant Risk Minimization https://arxiv.org/abs/1907.02893☆92Feb 13, 2020Updated 6 years ago
- Code for Unbiased Implicit Variational Inference (UIVI)☆15Jan 18, 2019Updated 7 years ago
- Class-Imbalanced Semi-Supervised Learning code☆11Aug 18, 2021Updated 4 years ago
- Spurious Features Everywhere - Large-Scale Detection of Harmful Spurious Features in ImageNet☆32Aug 22, 2023Updated 2 years ago
- PyTorch code to run synthetic experiments.☆434Sep 8, 2021Updated 4 years ago
- The dataset used in COVID-DA: Deep Domain Adaptation from Typical Pneumonia to COVID-19☆12Nov 22, 2022Updated 3 years ago
- Official Implementation of Avoiding spurious correlations via logit correction☆17May 6, 2023Updated 2 years ago