Martin Charachon

According to our database, Martin Charachon authored at least 4 papers between 2020 and 2023.

Collaborative distances:

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

2023

Designing Visual Explanations of Deep Learning Classifiers Decisions in Medical Image Analysis. (Élaboration d'Explications Visuelles des Décisions de Classifieurs entrainés par Apprentissage Profond en Imagerie Médicale).

Martin Charachon

PhD thesis, 2023

2022

Leveraging conditional generative models in a general explanation framework of classifier decisions.

Martin Charachon, Paul-Henry Cournède, Céline Hudelot, Roberto Ardon

Future Gener. Comput. Syst., 2022

2021

Visual Explanation by Unifying Adversarial Generation and Feature Importance Attributions.

Martin Charachon, Paul-Henry Cournède, Céline Hudelot, Roberto Ardon

Proceedings of the Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data, 2021

2020

Combining Similarity and Adversarial Learning to Generate Visual Explanation: Application to Medical Image Classification.

Martin Charachon, Céline Hudelot, Paul-Henry Cournède, Camille Ruppli, Roberto Ardon

Proceedings of the 25th International Conference on Pattern Recognition, 2020