2 code implementations • 13 Sep 2020 • Khanh-Hung Tran, Fred-Maurice Ngole-Mboula, Jean-Luc Starck, Vincent Prost
Supervised Dictionary Learning has gained much interest in the recent decade and has shown significant performance improvements in image classification.
1 code implementation • 13 Sep 2020 • Khanh-Hung Tran, Fred-Maurice Ngole-Mboula, Jean-Luc Starck
Machine Learning in general and Deep Learning in particular has gained much interest in the recent decade and has shown significant performance improvements for many Computer Vision or Natural Language Processing tasks.
no code implementations • 11 Dec 2018 • Khanh-Hung Tran, Fred-Maurice Ngole-Mboula, Jean-Luc Starck
In this paper, we propose a semi-supervised dictionary learning method that uses both the information in labelled and unlabelled data and jointly trains a linear classifier embedded on the sparse codes.