no code implementations • LREC 2016 • Johann Poignant, Mateusz Budnik, Herv{\'e} Bredin, Claude Barras, Mickael Stefas, Pierrick Bruneau, Gilles Adda, Laurent Besacier, Hazim Ekenel, Gil Francopoulo, Hern, Javier o, Joseph Mariani, Ramon Morros, Georges Qu{\'e}not, Sophie Rosset, Thomas Tamisier
In this paper, we describe the organization and the implementation of the CAMOMILE collaborative annotation framework for multimodal, multimedia, multilingual (3M) data.
1 code implementation • 19 Nov 2019 • Oriane Siméoni, Mateusz Budnik, Yannis Avrithis, Guillaume Gravier
By systematically evaluating on a number of popular acquisition strategies and datasets, we find that the use of unlabeled data during model training brings a surprising accuracy improvement in image classification, compared to the differences between acquisition strategies.
2 code implementations • CVPR 2021 • Mateusz Budnik, Yannis Avrithis
This acts as a simple combination of knowledge transfer with the original metric learning task.