Gonzalo Iñaki Quintana

According to our database, Gonzalo Iñaki Quintana authored at least 5 papers between 2023 and 2025.

Collaborative distances:

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

2025

Bridging Contrastive Learning and Domain Adaptation: Theoretical Perspective and Practical Application.

Gonzalo Iñaki Quintana, Laurence Vancamberg, Vincent Jugnon, Agnès Desolneux, Mathilde Mougeot

CoRR, February, 2025

2024

Leveraging domain adaptation methods for federated learning applied to 2D mammography image classification. (Exploiter des méthodes d'adaptation de domaine pour l'apprentissage fédéré appliqué à la classification d'images en mammographie).

Gonzalo Iñaki Quintana

PhD thesis, 2024

BN-SCAFFOLD: controlling the drift of Batch Normalization statistics in Federated Learning.

Gonzalo Iñaki Quintana, Laurence Vancamberg, Vincent Jugnon, Mathilde Mougeot, Agnès Desolneux

CoRR, 2024

Contrastive Learning: An Efficient Domain Adaptation Strategy for 2D Mammography Image Classification.

Gonzalo Iñaki Quintana, Vincent Jugnon, Laurence Vancamberg, Agnès Desolneux, Mathilde Mougeot

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

Incidence of the Sample Size Distribution on One-Shot Federated Learning.

Marie Garin, Gonzalo Iñaki Quintana

Image Process. Line, 2023