Alexandre Englebert

According to our database, Alexandre Englebert authored at least 7 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

Poly-cam: high resolution class activation map for convolutional neural networks.

Alexandre Englebert, Olivier Cornu, Christophe De Vleeschouwer

Mach. Vis. Appl., July, 2024

Bone X-Ray analysis with explainable AI and multimodal self-supervised learning.

Alexandre Englebert

PhD thesis, 2024

Self-supervised vision-langage alignment of deep learning representations for bone X-rays analysis.

Alexandre Englebert, Anne-Sophie Collin, Olivier Cornu, Christophe De Vleeschouwer

CoRR, 2024

2023

An Experimental Investigation into the Evaluation of Explainability Methods.

Sédrick Stassin, Alexandre Englebert, Géraldin Nanfack, Julien Albert, Nassim Versbraegen, Gilles Peiffer, Miriam Doh, Nicolas Riche, Benoît Frénay, Christophe De Vleeschouwer

CoRR, 2023

An Experimental Investigation into the Evaluation of Explainability Methods for Computer Vision.

Sédrick Stassin, Alexandre Englebert, Géraldin Nanfack, Julien Albert, Nassim Versbraegen, Gilles Peiffer, Miriam Doh, Nicolas Riche, Benoît Frénay, Christophe De Vleeschouwer

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2023

Explaining through Transformer Input Sampling.

Alexandre Englebert, Sédrick Stassin, Géraldin Nanfack, Sidi Ahmed Mahmoudi, Xavier Siebert, Olivier Cornu, Christophe De Vleeschouwer

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Backward recursive Class Activation Map refinement for high resolution saliency map.

Alexandre Englebert, Olivier Cornu, Christophe De Vleeschouwer

Proceedings of the 26th International Conference on Pattern Recognition, 2022