Bayesian Decision Versus Voting for Image Retrieval. - Roger Mohr; Sylvaine Picard; Cordelia Schmid (CAIP, 1997)

Combining Local Recognition Methods for Better Recognition. - Bart Lamiroy; Sylvaine Picard; Patrick Gros (BMVC, 2000)

Balancing is the Key - Performing Finger Vein Template Protection using Fuzzy Commitment. - Mélanie Favre; Sylvaine Picard; Julien Bringer; Hervé Chabanne (ICISSP, 2015)

Deep Multi-Scale Architectures for Monocular Depth Estimation. - Michel Moukari; Sylvaine Picard; Loïc Simon; Frédéric Jurie (ICIP, 2018)

Dense Classification and Implanting for Few-Shot Learning. - Yann Lifchitz; Yannis Avrithis; Sylvaine Picard; Andrei Bursuc (CVPR, 2019)

n-MeRCI: A new Metric to Evaluate the Correlation Between Predictive Uncertainty and True Error. - Michel Moukari; Loïc Simon; Sylvaine Picard; Frédéric Jurie (IROS, 2019)

Few-Shot Few-Shot Learning and the role of Spatial Attention. - Yann Lifchitz; Yannis Avrithis; Sylvaine Picard (ICPR, 2020)

Local Propagation for Few-Shot Learning. - Yann Lifchitz; Yannis Avrithis; Sylvaine Picard (ICPR, 2020)

Ensuring Dataset Quality for Machine Learning Certification. - Sylvaine Picard; Camille Chapdelaine; Cyril Cappi; Laurent Gardes; Eric Jenn; Baptiste Lefèvre; Thomas Soumarmon (ISSRE Workshops, 2020)

Dataset Definition Standard (DDS). - Cyril Cappi; Camille Chapdelaine; Laurent Gardes; Eric Jenn; Baptiste Lefèvre; Sylvaine Picard; Thomas Soumarmon (CoRR, 2021)

White Paper Machine Learning in Certified Systems. - Hervé Delseny; Christophe Gabreau; Adrien Gauffriau; Bernard Beaudouin; Ludovic Ponsolle; Lucian Alecu; Hugues Bonnin; Brice Beltran; Didier Duchel; Jean-Brice Ginestet; Alexandre Hervieu; Ghilaine Martinez; et al. (CoRR, 2021)