Martin Charachon

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 5

Top Topics

Semi Supervised

Feature Importance

Generative Model

Bayesian Framework

Top Venues

iMIMIC/TDA4MedicalData@MICCAI

Future Gener. Comput. Syst.

Publications

Martin Charachon, Paul-Henry Cournède, Céline Hudelot, Roberto Ardon
Leveraging conditional generative models in a general explanation framework of classifier decisions. Future Gener. Comput. Syst. 132 (2022)
Martin Charachon, Paul-Henry Cournède, Céline Hudelot, Roberto Ardon
Visual Explanation by Unifying Adversarial Generation and Feature Importance Attributions. iMIMIC/TDA4MedicalData@MICCAI (2021)
Martin Charachon, Paul-Henry Cournède, Céline Hudelot, Roberto Ardon
Leveraging Conditional Generative Models in a General Explanation Framework of Classifier Decisions. CoRR (2021)
Martin Charachon, Céline Hudelot, Paul-Henry Cournède, Camille Ruppli, Roberto Ardon
Combining Similarity and Adversarial Learning to Generate Visual Explanation: Application to Medical Image Classification. CoRR (2020)
Martin Charachon, Céline Hudelot, Paul-Henry Cournède, Camille Ruppli, Roberto Ardon
Combining Similarity and Adversarial Learning to Generate Visual Explanation: Application to Medical Image Classification. ICPR (2020)