Alexandre Derville

According to our database, Alexandre Derville authored at least 4 papers between 2018 and 2026.

Collaborative distances:

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

2026

When Imbalance Comes Twice: Active Learning under Simulated Class Imbalance and Label Shift in Binary Semantic Segmentation.

Julien Combes, Alexandre Derville, Jean-François Coeurjolly

CoRR, January, 2026

2025

An automatic inspection system for the detection of tire surface defects and their severity classification through a two-stage multimodal deep learning approach.

Thomas Mignot, François Ponchon, Alexandre Derville, Stefan Duffner, Christophe Garcia

J. Intell. Manuf., June, 2025

DML Mask R-CNN: addressing Dependent Multi-Label defect detection with severity estimation in manufacturing.

Thomas Mignot, François Ponchon, Alexandre Derville, Stefan Duffner, Christophe Garcia

Proceedings of the International Joint Conference on Neural Networks, 2025

2018

Développement d'algorithmes de métrologie dédiés à la caractérisation de nano-objets à partir d'informations hétérogènes. (Development of nano-object characterization algorithms from heterogeneous data).

Alexandre Derville

PhD thesis, 2018