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85 papers · 1 filter
Quantized Guided Pruning for Efficient Hardware Implementations of Convolutional Neural Networks
Ghouthi Boukli Hacene, Vincent Gripon, Matthieu Arzel +2
Convolutional Neural Networks (CNNs) are state-of-the-art in numerous computer vision tasks such as object classification and detection. However, the large amount of parameters the…
Development of a Quality Assurance Process for the SoLid Experiment
Y. Abreu, Y. Amhis, G. Ban +53
The SoLid experiment has been designed to search for an oscillation pattern induced by a light sterile neutrino state, utilising the BR2 reactor of SCKCEN, in Belgium. The…
Resonance production in high energy collisions from small to big systems
K. Werner, A. G. Knospe, C. Markert +7
The aim of this paper is to understand resonance production (and more generally particle production) for different collision systems, namely proton-proton (pp), proton-nucleus (pA)…
Efficient atom selection strategy for iterative sparse approximations
Clément Dorffer, Angélique Drémeau, Cedric Herzet
We propose a low-computational strategy for the efficient implementation of the "atom selection step" in sparse representation algorithms. The proposed procedure is based on simple…
Community structure: A comparative evaluation of community detection methods
Vinh-Loc Dao, Cécile Bothorel, Philippe Lenca
Discovering community structure in complex networks is a mature field since a tremendous number of community detection methods have been introduced in the literature. Nevertheless,…
Commissioning and Operation of the Readout System for the SoLid Neutrino Detector
Y. Abreu, Y. Amhis, G. Ban +53
The SoLid experiment aims to measure neutrino oscillation at a baseline of 6.4 m from the BR2 nuclear reactor in Belgium. Anti-neutrinos interact via inverse beta decay (IBD), resu…