[ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift
☆112Jul 10, 2023Updated 3 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:
- [Nature Medicine] The Limits of Fair Medical Imaging AI In Real-World Generalization☆30Dec 30, 2024Updated last year
- ☆48Jan 17, 2023Updated 3 years ago
- Improving the Fairness of Chest X-ray Classifiers☆14Mar 24, 2022Updated 4 years ago
- [ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond☆143Jan 26, 2023Updated 3 years ago
- ☆111Sep 20, 2023Updated 2 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.
- Distributionally robust neural networks for group shifts☆297Jan 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 2 years ago
- Benchmark for Natural Temporal Distribution Shift (NeurIPS 2022)☆69Mar 29, 2023Updated 3 years ago
- Official repository for 'Risk of Bias in Chest Radiography Deep Learning Foundation Models'☆12Sep 27, 2023Updated 2 years ago
- ☆23Jun 15, 2022Updated 4 years ago
- ☆13Aug 14, 2022Updated 4 years ago
- A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.☆602Jan 26, 2024Updated 2 years ago
- Code for "Just Train Twice: Improving Group Robustness without Training Group Information"☆72May 18, 2024Updated 2 years ago
- [NeurIPS 2023] Official Pytorch code for LOVM: Language-Only Vision Model Selection☆21Feb 3, 2024Updated 2 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.
- [ICLR 2023 spotlight] MEDFAIR: Benchmarking Fairness for Medical Imaging☆75May 22, 2023Updated 3 years ago
- An Empirical Framework for Domain Generalization In Clinical Settings☆30Mar 21, 2022Updated 4 years ago
- ☆21Apr 10, 2023Updated 3 years ago
- DomainBed is a suite to test domain generalization algorithms☆1,630Dec 16, 2025Updated 8 months ago
- MetaShift: A Dataset of Datasets for Evaluating Contextual Distribution Shifts and Training Conflicts (ICLR 2022)☆110Aug 29, 2022Updated 4 years ago
- [ICML 2026] OSF: On Pre-training and Scaling of Sleep Foundation Models☆32Mar 12, 2026Updated 5 months ago
- [ICML 2019] ME-Net: Towards Effective Adversarial Robustness with Matrix Estimation☆54Jul 10, 2026Updated last month
- ☆18Oct 29, 2022Updated 3 years ago
- [ICCV 2023] Going Beyond Nouns With Vision & Language Models Using Synthetic Data☆13Sep 30, 2023Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Code and instructions accompanying ICCV'23 paper Protoype-based Dataset Comparison☆19Dec 15, 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
- LISA for ICML 2022☆52Apr 12, 2023Updated 3 years ago
- Sample end-to-end pipeline over MIMIC-IV demonstrating the Event Stream GPT code base.☆17Jan 3, 2024Updated 2 years ago
- MedFrameQA: A Multi-Image Medical VQA Benchmark for Clinical Reasoning☆18Jun 6, 2025Updated last year
- [WIP🚧] 2025 up-to-date list of resources on visual tokenizers (primarily for visual generation). Give it a star 🌟 if you find it useful…☆21Jan 5, 2025Updated last year
- Code and datasets for "Text encoders are performance bottlenecks in contrastive vision-language models". Coming soon!☆11May 24, 2023Updated 3 years ago
- Code for "Unifying Molecular and Textual Representations via Multi-task Language Modelling" @ ICML 2023☆50Sep 9, 2024Updated last year
- Repository for the NeurIPS 2023 paper "Beyond Confidence: Reliable Models Should Also Consider Atypicality"☆13Apr 21, 2024Updated 2 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.
- ☆13Oct 8, 2021Updated 4 years ago
- Training and Tuning Strategies for Foundation Models in Medical Imaging☆24Aug 27, 2025Updated last year
- [ICLR 2024 Spotlight] "Negative Label Guided OOD Detection with Pretrained Vision-Language Models"☆30Oct 23, 2024Updated last year
- Code and results accompanying our paper titled RLSbench: Domain Adaptation under Relaxed Label Shift☆35Jul 19, 2023Updated 3 years ago
- ☆32Mar 1, 2024Updated 2 years ago
- Github for the conference paper GLOD-Gaussian Likelihood OOD detector☆16Apr 18, 2022Updated 4 years ago
- DiWA: Diverse Weight Averaging for Out-of-Distribution Generalization☆31Jan 31, 2023Updated 3 years ago