Loic Coquelin

According to our database, Loic Coquelin authored at least 7 papers between 2020 and 2026.

Collaborative distances:

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

2026

Benchmark Problems and Benchmark Datasets for the evaluation of Machine and Deep Learning methods on Photoplethysmography signals: the D4 report from the QUMPHY project.

Urs Hackstein, Jordi Alastruey, Philip J. Aston, Ciaran Bench, Peter H. Charlton, Loic Coquelin, Nando Hegemann, Vaidotas Marozas, Mohammad Moulaeifard, Manasi Nandi, Andrius Petrenas, Oskar Pfeffer, Mantas Rinkevicius, Andrius Solosenko, Nils Strodthoff, Sara Vardanega

CoRR, April, 2026

Machine-learning for photoplethysmography analysis: Benchmarking feature, image, and signal-based approaches.

Mohammad Moulaeifard, Loic Coquelin, Mantas Rinkevicius, Andrius Solosenko, Oskar Pfeffer, Ciaran Bench, Nando Hegemann, Sara Vardanega, Manasi Nandi, Jordi Alastruey, Christian Heiss, Vaidotas Marozas, Andrew Thompson, Philip J. Aston, Peter H. Charlton, Nils Strodthoff

Biomed. Signal Process. Control., 2026

2025

A systematic evaluation of uncertainty quantification techniques in deep learning: a case study in photoplethysmography signal analysis.

Ciaran Bench, Oskar Pfeffer, Vivek Desai, Mohammad Moulaeifard, Loic Coquelin, Peter H. Charlton, Nils Strodthoff, Nando Hegemann, Philip J. Aston, Andrew Thompson

CoRR, November, 2025

Region versus query based instance segmentation models: application to the estimation of aggregated TiO₂ particles size distribution measured by SEM.

Paul Monchot, Loic Coquelin, Nicolas Fischer

Mach. Learn. Sci. Technol., 2025

2023

Input uncertainty propagation through trained neural networks.

Paul Monchot, Loic Coquelin, Sébastien Julien Petit, Sébastien Marmin, Erwan Le Pennec, Nicolas Fischer

Proceedings of the International Conference on Machine Learning, 2023

2022

Design of a new measurable approach for the qualification of the behaviour of an autonomous vehicle.

Yacine Mezali, Mohamed Idriss Khaledi, Loic Coquelin, Rémi Régnier, Jordan Martin

Proceedings of the European Control Conference, 2022

2020

A simulation-based framework for functional testing of automated driving controllers.

Adel Djoudi, Loic Coquelin, Rémi Régnier

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020