Paper | Code | Accuracy | ModelName | ReleaseDate |
---|---|---|---|---|
NAS-OoD: Neural Architecture Search for Out-of-Distribution Generalization | ✓ Link | 81.59 | NAS-OoD | 2021-09-05 |
DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation | ✓ Link | 80.12 | DecAug (Resnet-18) | 2020-12-17 |
Distributionally Robust Neural Networks for Group Shifts: On the Importance of Regularization for Worst-Case Generalization | ✓ Link | 77.61 | DRO (Resnet-18) | 2019-11-20 |
Domain Generalization by Solving Jigsaw Puzzles | ✓ Link | 77.39 | ResNet-18 | 2019-03-16 |
Deep CORAL: Correlation Alignment for Deep Domain Adaptation | ✓ Link | 71.64 | CORAL (Resnet-18) | 2016-07-06 |