Rebecca Leygonie

According to our database, Rebecca Leygonie authored at least 8 papers between 2021 and 2025.

Collaborative distances:

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

2025

Evaluating Transformers Learning by Representing Self-Attention Weights as a Graph.

Rebecca Leygonie, Sylvain Lobry, Laurent Wendling

Proceedings of the 20th International Joint Conference on Computer Vision, 2025

Représentation des poids d'auto-attention sous forme de graphe pour l'évaluation des Transformers.

Rebecca Leygonie, Sylvain Lobry, Laurent Wendling

Proceedings of the Extraction et Gestion des Connaissances, EGC 2025, 2025

2024

Impact de la représentation de l'information sur les performances et la validation des modèles d'apprentissage profond. (Impact of information representation on the performance and validation of deep learning models).

Rebecca Leygonie

PhD thesis, 2024

Can we detect plant diseases without prior knowledge of their existence?

Rebecca Leygonie, Sylvain Lobry, Laurent Wendling

Int. J. Appl. Earth Obs. Geoinformation, 2024

2023

Deep learning for classification of noisy QR codes.

Rebecca Leygonie, Sylvain Lobry, Laurent Wendling

CoRR, 2023

Transforming Multidimensional Data into Images to Overcome the Curse of Dimensionality.

Rebecca Leygonie, Sylvain Lobry, Guillaume Vimont, Laurent Wendling

Proceedings of the IEEE International Conference on Image Processing, 2023

An a contrario approach for plant disease detection.

Rebecca Leygonie, Sylvain Lobry, Laurent Wendling

Proceedings of the 34th British Machine Vision Conference Workshop Proceedings, 2023

2021

Empirical analysis of the residual information needed for image classification.

Rebecca Leygonie, Guillaume Vimont

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021