Optimizing Relevance Maps of Vision Transformers Improves Robustness
This code allows to finetune the explainability maps of Vision Transformers to enhance robustness.
Github: https://github.com/hila-chefer/robustvit
Colab: https://colab.research.google.com/github/hila-chefer/RobustViT/blob/master/RobustViT.ipynb
Paper: https://arxiv.org/abs/2206.01161
Dataset: https://github.com/UnsupervisedSemanticSegmentation/ImageNet-S
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