16 citations · 59 across the 12 of their papers we have counts for
4 papers · 1 filter
Residual Conv-Deconv Grid Network for Semantic Segmentation
Damien Fourure, Rémi Emonet, Elisa Fromont +3
This paper presents GridNet, a new Convolutional Neural Network (CNN) architecture for semantic image segmentation (full scene labelling). Classical neural networks are implemented…
Ten simple rules for collaborative lesson development
Gabriel A. Devenyi, Rémi Emonet, Rayna M. Harris +4
The collaborative development methods pioneered by the open source software community offer a way to create lessons that are open, accessible, and sustainable. This paper presents…
Improving Max-Sum through Decimation to Solve Loopy Distributed Constraint Optimization Problems
Jesús Cerquides, Rémi Emonet, Gauthier Picard +1
In the context of solving large distributed constraint optimization problems (DCOP), belief-propagation and approximate inference algorithms are candidates of choice. However, in g…
L-SVMs: Landmarks-based Linear Local Support Vectors Machines
Valentina Zantedeschi, Rémi Emonet, Marc Sebban
For their ability to capture non-linearities in the data and to scale to large training sets, local Support Vector Machines (SVMs) have received a special attention during the past…