facebookresearch / InvarianceUnitTestsLinks
Toy datasets to evaluate algorithms for domain generalization and invariance learning.
☆42Updated 3 years ago
Alternatives and similar repositories for InvarianceUnitTests
Users that are interested in InvarianceUnitTests are comparing it to the libraries listed below
Sorting:
- ☆33Updated 4 years ago
- ☆63Updated 5 years ago
- Simple data balancing baselines for worst-group-accuracy benchmarks.☆43Updated 2 years ago
- ☆34Updated 4 years ago
- Hybrid Discriminative-Generative Training via Contrastive Learning☆75Updated 2 years ago
- Code to implement the AND-mask and geometric mean to do gradient based optimization, from the paper "Learning explanations that are hard …☆41Updated 5 years ago
- Repository for theory and methods for Out-of-Distribution (OoD) generalization☆63Updated 3 years ago
- ☆55Updated 5 years ago
- ☆65Updated last year
- Implementation of Invariant Risk Minimization https://arxiv.org/abs/1907.02893☆91Updated 5 years ago
- "Predict, then Interpolate: A Simple Algorithm to Learn Stable Classifiers" ICML 2021