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Gwenolé Quellec
Researcher
PaperConstrained latent state modeling: A unifying perspective on representation learning under competing constraintsAuthorship / preprint / 2026PaperAutomatic detection of rare pathologies in fundus photographs using few-shot learningAuthorship / preprint / 2020TopicMachine LearningWorks on / 49008 worksTopicArtificial IntelligenceWorks on / 22915 worksPaperCoarse-to-fine Surgical Instrument Detection for Cataract Surgery MonitoringAuthorship / preprint / 2016PaperReal-time analysis of cataract surgery videos using statistical modelsAuthorship / preprint / 2016PaperWhite-box Membership Attack Against Machine Learning Based Retinopathy ClassificationAuthorship / preprint / 2022PaperAutomated Detection of Myopic Maculopathy in MMAC 2023: Achievements in Classification, Segmentation, and Spherical Equivalent PredictionAuthorship / preprint / 2024