Toy datasets to evaluate algorithms for domain generalization and invariance learning.
☆43Dec 5, 2021Updated 4 years ago
Alternatives and similar repositories for InvarianceUnitTests
Users that are interested in InvarianceUnitTests are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PyTorch code to run synthetic experiments.☆436Sep 8, 2021Updated 5 years ago
- ☆35Mar 13, 2021Updated 5 years ago
- ☆63Sep 29, 2020Updated 6 years ago
- Word-order biases in deep-agent emergent communication☆13May 31, 2019Updated 7 years ago
- ☆32Oct 13, 2021Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- "Predict, then Interpolate: A Simple Algorithm to Learn Stable Classifiers" ICML 2021☆17Jun 1, 2021Updated 5 years ago
- Humans understand novel sentences by composing meanings and roles of core language components. In contrast, neural network models for nat…☆27Apr 23, 2020Updated 6 years ago
- Distributionally robust neural networks for group shifts☆301Jan 3, 2023Updated 3 years ago
- Code to reproduce the paper "Do causal predictors generalize better to new domains?"☆17Feb 7, 2025Updated last year
- Repository for theory and methods for Out-of-Distribution (OoD) generalization☆62Mar 4, 2022Updated 4 years ago
- Distributional and Outlier Robust Optimization (ICML 2021)☆28Jul 10, 2021Updated 5 years ago
- ☆32Jul 8, 2018Updated 8 years ago
- ☆16Feb 8, 2024Updated 2 years ago
- Benchmark for Natural Temporal Distribution Shift (NeurIPS 2022)☆69Mar 29, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Invariant-feature Subspace Recovery (ISR)☆23Sep 23, 2022Updated 4 years ago
- Natural Environment Benchmarks for Reinforcement Learning☆23May 9, 2019Updated 7 years ago
- Tensorflow implementation of Invariant Rationalization☆50Feb 16, 2023Updated 3 years ago
- Official repository for CMU Machine Learning Department's 10732: Robustness and Adaptivity in Shifting Environments☆78Dec 5, 2022Updated 3 years ago
- Simple data balancing baselines for worst-group-accuracy benchmarks.☆45Oct 24, 2023Updated 3 years ago
- Gradient Starvation: A Learning Proclivity in Neural Networks☆61Jan 10, 2021Updated 5 years ago
- Code for the paper 'Neural Variational Gradient Descent'. We perform nonparametric variational inference by transporting samples along a …☆12Jul 29, 2021Updated 5 years ago
- A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.☆605Jan 26, 2024Updated 2 years ago
- Model Patching: Closing the Subgroup Performance Gap with Data Augmentation☆41Nov 17, 2020Updated 5 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.
- A package for comparing cell type abundances between conditions☆12Oct 14, 2026Updated 2 weeks ago
- DiWA: Diverse Weight Averaging for Out-of-Distribution Generalization☆31Jan 31, 2023Updated 3 years ago
- ☆15Sep 5, 2016Updated 10 years ago
- ☆11Jul 17, 2023Updated 3 years ago
- ☆113Sep 20, 2023Updated 3 years ago
- Code for "Just Train Twice: Improving Group Robustness without Training Group Information"☆72May 18, 2024Updated 2 years ago
- Implementation for <Orthogonal Over-Parameterized Training> in CVPR'21.☆22Jul 16, 2021Updated 5 years ago
- Official repo of Progressive Data Expansion: data, code and evaluation☆29Nov 16, 2023Updated 2 years ago
- ☆49Jan 17, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- On the pitfalls of measuring emergent communication☆35Mar 12, 2019Updated 7 years ago
- Repo for the paper: "Agree to Disagree: Diversity through Disagreement for Better Transferability"☆36Oct 25, 2022Updated 4 years ago
- Implementation of the models and datasets used in "An Information-theoretic Approach to Distribution Shifts"☆26Nov 2, 2021Updated 5 years ago
- Experiments for "A Closer Look at In-Context Learning under Distribution Shifts"☆17May 29, 2023Updated 3 years ago
- Code relative to "Adversarial robustness against multiple and single $l_p$-threat models via quick fine-tuning of robust classifiers"☆20Nov 30, 2022Updated 3 years ago
- Learning from Failure: Training Debiased Classifier from Biased Classifier (NeurIPS 2020)☆93Oct 22, 2020Updated 6 years ago
- Implementation of Invariant Risk Minimization https://arxiv.org/abs/1907.02893☆95Feb 13, 2020Updated 6 years ago