Search Results for author: Chiheb Daaloul

Found 2 papers, 0 papers with code

DP-Net: Learning Discriminative Parts for image recognition

no code implementations23 Apr 2024 Ronan Sicre, Hanwei Zhang, Julien Dejasmin, Chiheb Daaloul, Stéphane Ayache, Thierry Artières

This paper presents Discriminative Part Network (DP-Net), a deep architecture with strong interpretation capabilities, which exploits a pretrained Convolutional Neural Network (CNN) combined with a part-based recognition module.

Sampling From the Wasserstein Barycenter

no code implementations4 May 2021 Chiheb Daaloul, Thibaut Le Gouic, Jacques Liandrat, Magali Tournus

Our method is based on the gradient flow of the multimarginal formulation of the Wasserstein barycenter, with an additive penalization to account for the marginal constraints.

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