Unofficial implement of Deep Stable Learning for Out-Of-Distribution Generalization.
Use the caltech101 dataset, And the saliency maps shows that StableNet does removes irrelevant feature information.
Model | Saliency maps |
---|---|
resnet18 | |
resnet18_stable | |
resnet18 | |
resnet18_stable | |
resnet18 | |
resnet18_stable |