| 2020 | ICPR | Few-Shot Few-Shot Learning and the role of Spatial Attention. | Yann Lifchitz, Yannis Avrithis, Sylvaine Picard |
| 2020 | ICPR | Local Propagation for Few-Shot Learning. | Yann Lifchitz, Yannis Avrithis, Sylvaine Picard |
| 2020 | ISSRE | Ensuring Dataset Quality for Machine Learning Certification. | Sylvaine Picard, Camille Chapdelaine, Cyril Cappi, Laurent Gardes, Eric Jenn, Baptiste Lefvre, Thomas Soumarmon |
| 2019 | CVPR | Dense Classification and Implanting for Few-Shot Learning. | Yann Lifchitz, Yannis Avrithis, Sylvaine Picard, Andrei Bursuc |
| 2019 | IROS | n-MeRCI: A new Metric to Evaluate the Correlation Between Predictive Uncertainty and True Error. | Michel Moukari, Loc Simon, Sylvaine Picard, Frdric Jurie |
| 2018 | ICIP | Deep Multi-Scale Architectures for Monocular Depth Estimation. | Michel Moukari, Sylvaine Picard, Loc Simon, Frdric Jurie |
| 2015 | ICISSP | Balancing is the Key - Performing Finger Vein Template Protection using Fuzzy Commitment. | Mlanie Favre, Sylvaine Picard, Julien Bringer, Herv Chabanne |
| 2000 | BMVC | Combining Local Recognition Methods for Better Recognition. | Bart Lamiroy, Sylvaine Picard, Patrick Gros |
| 1997 | CAIP | Bayesian Decision Versus Voting for Image Retrieval. | Roger Mohr, Sylvaine Picard, Cordelia Schmid |