Search Results for author: Fred-Maurice Ngole-Mboula

Found 3 papers, 2 papers with code

Manifold attack

1 code implementation13 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.

Semi-supervised dictionary learning with graph regularization and active points

2 code implementations13 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.

Dictionary Learning General Classification +1

Semi-supervised dual graph regularized dictionary learning

no code implementations11 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.

Dictionary Learning

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