221 citations · 345 across the 16 of their papers we have counts for
5 papers · 1 filter
Doc2Vec on the PubMed corpus: study of a new approach to generate related articles
Emeric Dynomant, Stéfan J. Darmoni, Émeline Lejeune +5
PubMed is the biggest and most used bibliographic database worldwide, hosting more than 26M biomedical publications. One of its useful features is the "similar articles" section, a…
Road scenes analysis in adverse weather conditions by polarization-encoded images and adapted deep learning
Rachel Blin, Samia Ainouz, Stéphane Canu +1
Object detection in road scenes is necessary to develop both autonomous vehicles and driving assistance systems. Even if deep neural networks for recognition task have shown great…
Kernels on fuzzy sets: an overview
Jorge Guevara, Roberto Hirata, Stéphane Canu
This paper introduces the concept of kernels on fuzzy sets as a similarity measure for -valued functions, a.k.a. \emph{membership functions of fuzzy sets}. We defined the fo…
Learning 3D Navigation Protocols on Touch Interfaces with Cooperative Multi-Agent Reinforcement Learning
Quentin Debard, Jilles Steeve Dibangoye, Stéphane Canu +1
Using touch devices to navigate in virtual 3D environments such as computer assisted design (CAD) models or geographical information systems (GIS) is inherently difficult for human…
L 1-norm double backpropagation adversarial defense
Ismaïla Seck, Gaëlle Loosli, Stephane Canu
Adversarial examples are a challenging open problem for deep neural networks. We propose in this paper to add a penalization term that forces the decision function to be at in some…