Martin Blanchard

According to our database, Martin Blanchard authored at least 3 papers between 2024 and 2026.

Collaborative distances:

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

2026

ProtoGMVAE: A Variational Auto-Encoder with True Gaussian Mixture Prior for Prototypical-based Self-Explainability.

Martin Blanchard, Christophe Ducottet, Damien Muselet, Olivier Delézay

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

2025

Modèles profonds auto-explicables à base de prototypes en vision par ordinateur : application à l'imagerie cellulaire. (Self-explainable prototype-based deep models in computer vision : Application to cellular imaging).

Martin Blanchard

PhD thesis, 2025

2024

Delving into the Explainability of Prototype-Based CNN for Biological Cell Analysis.

Martin Blanchard, Olivier Delézay, Christophe Ducottet, Damien Muselet

Proceedings of the IEEE International Conference on Image Processing, 2024