Jul 17, 2024 · In this paper, we present Provable Repair of Vision Transformers (PRoViT), a provable repair approach that guarantees the correct classification ...
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Sep 23, 2023 · This paper proposes a method for provable repair of neural networks by modifying only the weights of the last linear layers so as to maximise ...
In this paper, we present Provable Repair of Vision. Transformers (PRoViT), a provable repair approach that guarantees the correct classification of images in a ...
Jul 22, 2024 · In this paper, we present Provable Repair of Vision Transformers (PRoViT), a provable repair approach that guarantees the correct classification of images.
In this paper, we present Provable Repair of Vision Transformers. (PROVIT), a provable repair approach that guarantees the correct classification of images ...
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Jul 19, 2024 · Request PDF | On Jul 17, 2024, Stephanie Nawas and others published Provable Repair of Vision Transformers | Find, read and cite all the ...
SAIV 2024. Speaker. Aditya Thakur. Talks at this conference: Tue, 16:00 · Provable Repair of Vision Transformers · Overview. ×
This paper addresses the problem of architecture-preserving V-polytope provable repair of DNNs and shows that it has better efficiency, scalability, ...
SAIV 2024. Speaker. Stephanie Nawas. Talks at this conference: Tue, 16:00 · Provable Repair of Vision Transformers · Overview. ×
This paper tackles the problem of correcting a DNN once unsafe behavior is found. We introduce the provable repair problem.