3 citations · 5 across the 3 of their papers we have counts for
3 papers
Self-supervised vision-langage alignment of deep learning representations for bone X-rays analysis
Alexandre Englebert, Anne-Sophie Collin, Olivier Cornu +1
This paper proposes leveraging vision-language pretraining on bone X-rays paired with French reports to address downstream tasks of interest on bone radiography. A practical proces…
An Experimental Investigation into the Evaluation of Explainability Methods
Sédrick Stassin, Alexandre Englebert, Géraldin Nanfack +7
EXplainable Artificial Intelligence (XAI) aims to help users to grasp the reasoning behind the predictions of an Artificial Intelligence (AI) system. Many XAI approaches have emerg…
Poly-CAM: High resolution class activation map for convolutional neural networks
Alexandre Englebert, Olivier Cornu, Christophe De Vleeschouwer
The need for Explainable AI is increasing with the development of deep learning. The saliency maps derived from convolutional neural networks generally fail in localizing with accu…