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GitHub topics: histopathology-image-classfication

jaiprakash1824/VLM_Adv_Attack

In the dynamic landscape of medical artificial intelligence, this study explores the vulnerabilities of the Pathology Language-Image Pretraining (PLIP) model, a Vision Language Foundation model, under targeted attacks like PGD adversarial attack.

Language: Jupyter Notebook - Size: 23.5 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 0

Zhengyushan/kat

The code for Kernel attention transformer (KAT)

Language: Python - Size: 278 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 19 - Forks: 1

Related Keywords
histopathology-image-classfication 2 histopathology-images 2 pathology-image 2 wsi-representation 1 wsi-images 1 wsi-encode 1 wsi-classificaiton 1 wsi 1 whole-slide-image 1 kernel-transformer 1 histopathology-wsi 1 histopathology-feature 1 histopathology 1 vulnerability-detection 1 vision-transformer 1 vision-language-model 1 trustworthy-machine-learning 1 trustworthy-ai 1 trustworthiness 1 pytorch 1 plip-model 1 pgd-adversarial-attacks 1 pathology 1 contrastive-learning 1 clip 1 attention-visualization 1 attention-mechanism 1 adversarial-attacks 1