This repository contains the code of the distribution shift framework presented in A Fine-Grained Analysis on Distribution Shift (Wiles et al., 2022).
☆89May 19, 2026Updated 2 months ago
Alternatives and similar repositories for distribution_shift_framework
Users that are interested in distribution_shift_framework are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An Empirical Study of Invariant Risk Minimization☆27Jul 6, 2020Updated 6 years ago
- An Empirical Framework for Domain Generalization In Clinical Settings☆30Mar 21, 2022Updated 4 years ago
- Learning Representations that Support Robust Transfer of Predictors☆20Nov 7, 2021Updated 4 years ago
- ☆23Feb 8, 2022Updated 4 years ago
- ☆32Oct 13, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Visual Representation Learning Benchmark for Self-Supervised Models☆35Apr 18, 2024Updated 2 years ago
- Benchmark your model on out-of-distribution datasets with carefully collected human comparison data (NeurIPS 2021 Oral)☆362Apr 17, 2025Updated last year
- MetaShift: A Dataset of Datasets for Evaluating Contextual Distribution Shifts and Training Conflicts (ICLR 2022)☆110Aug 29, 2022Updated 3 years ago
- Code to study the generalisability of benchmark models on non-stationary EHRs.☆15Aug 7, 2019Updated 7 years ago
- A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.☆601Jan 26, 2024Updated 2 years ago
- [CVPR'22 Oral] Quantifying and Understanding Two Dimensions of Out-of-Distribution Generalization☆45Oct 30, 2025Updated 9 months ago
- [ICLR 2023] Test-time Robust Personalization for Federated Learning☆58Aug 15, 2023Updated 2 years ago
- Code for "Just Train Twice: Improving Group Robustness without Training Group Information"☆72May 18, 2024Updated 2 years ago
- ModelDiff: A Framework for Comparing Learning Algorithms☆60Aug 15, 2023Updated 2 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ☆12Jul 17, 2023Updated 3 years ago
- Paper List for In-context Learning 🌷☆19Jan 3, 2023Updated 3 years ago
- Causal Inference☆11May 25, 2020Updated 6 years ago
- ☆19Jun 21, 2021Updated 5 years ago
- ☆13Aug 19, 2024Updated last year
- Repo for the paper: "Agree to Disagree: Diversity through Disagreement for Better Transferability"☆36Oct 25, 2022Updated 3 years ago
- ImageNet Testbed, associated with the paper "Measuring Robustness to Natural Distribution Shifts in Image Classification."☆120Aug 5, 2023Updated 3 years ago
- Advances in Neural Information Processing Systems (NeurIPS 2021)☆23Nov 4, 2022Updated 3 years ago
- ☆16Jan 30, 2022Updated 4 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.
- PyTorch implementation of our ECCV 2022 paper "Rethinking Confidence Calibration for Failure Prediction"☆26Jun 10, 2023Updated 3 years ago
- Official code repository for Correct-N-Contrast☆22Jul 18, 2022Updated 4 years ago
- ☆11Jun 14, 2019Updated 7 years ago
- Benchmark and analysis of 165 pretrained SSL models. Code for "Evaluating Self-Supervised Learning via Risk Decomposition".☆14Jul 26, 2023Updated 3 years ago
- Test-time Adaptation, Test-time Training and Source-free Domain Adaptation☆548Jun 23, 2024Updated 2 years ago
- [ICLR'25] "Understanding Bottlenecks of State Space Models through the Lens of Recency and Over-smoothing" by Peihao Wang, Ruisi Cai, Yue…☆18Mar 21, 2025Updated last year
- Official repository for CMU Machine Learning Department's 10732: Robustness and Adaptivity in Shifting Environments☆78Dec 5, 2022Updated 3 years ago
- You will find (about) synthetic and real-world data streams in this repository.☆48Apr 24, 2021Updated 5 years ago
- metaTextGrad: Automatically optimizing language model optimizers. Published in NeurIPS 2025.☆17Nov 5, 2025Updated 9 months 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.
- [ICLR 2023, ICLR DG oral] PAIR, the optimizer and model selection criteria for OOD Generalization☆54Apr 12, 2024Updated 2 years ago
- the source code of ACM MM'21 paper "Discriminator-free Generative Adversarial Attack"☆11Dec 3, 2023Updated 2 years ago
- Framework code with wandb, checkpointing, logging, configs, experimental protocols. Useful for fine-tuning models or training from scratc…☆153Jan 14, 2023Updated 3 years ago
- This repository contains the official implementation of CoMix (NeurIPS 2021) https://arxiv.org/pdf/2110.15128.pdf.☆22Jan 12, 2022Updated 4 years ago
- Figures & code from the paper "Shortcut Learning in Deep Neural Networks" (Nature Machine Intelligence 2020)☆101Jun 10, 2022Updated 4 years ago
- Open source code for EigenGame.☆35May 15, 2023Updated 3 years ago
- [NIPS 2021] Code release for "Pareto Domain Adaptation"☆11Dec 13, 2021Updated 4 years ago