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Single Imaging Atmospheric Cherenkov Telescope Full-Event Reconstruction with a Deep Multi-Task Learning Architecture

 Mikaël Jacquemont , Thomas Vuillaume , Alexandre Benoît , Gilles Maurin , Patrick Lambert
Astronomical Data Analysis Software and Systems ADASS XXX, Nov 2020, Granada, Spain
Communication dans un congrès hal-03043005v1
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Multi-Task Architecture with Attention for Imaging Atmospheric Cherenkov Telescope Data Analysis

 Mikaël Jacquemont , Thomas Vuillaume , A Benoit , Gilles Maurin , Patrick Lambert
VISAPP 2021, Feb 2021, online, France
Communication dans un congrès hal-03043188v1

Human-centric Point of View for a Robot Partner: A Cooperative Project between France and Japan

 Mikaël Jacquemont , Jinseok Woo , Janos Botzheim , Naoyuki Kubota , Nathan Sartori , et al.
Mecatronics-REM 2016, Jun 2016, Compiegne, France. pp.164-169
Communication dans un congrès hal-01343189v1
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Deep Learning for Astrophysics, Understanding the Impact of Attention on Variability Induced by Parameter Initialization

 Mikaël Jacquemont , Thomas Vuillaume , A Benoit , Gilles Maurin , Patrick Lambert
ICPR'2020 Workshop Explainable Deep Learning-AI, Jan 2021, Milan (on line), Italy
Communication dans un congrès hal-03043058v1
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GAMMALEARN: DEEP LEARNING APPLIED TO THE CHERENKOV TELESCOPE ARRAY (CTA)

 Mikaël Jacquemont
ICVSS 2018 - Computer Vision after Deep Learning, Jul 2018, Punta Sampieri, Italy
Poster de conférence hal-01841581v2
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First Full-Event Reconstruction from Imaging Atmospheric Cherenkov Telescope Real Data with Deep Learning

 Mikaël Jacquemont , Thomas Vuillaume , Alexandre Benoit , Gilles Maurin , Patrick Lambert , et al.
International Conference on Content-Based Multimedia Indexing (CBMI), Jun 2021, Lille, France. 6 p., ⟨10.1109/CBMI50038.2021.9461918⟩
Communication dans un congrès hal-03241475v2
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Indexed Operations for Non-rectangular Lattices Applied to Convolutional Neural Networks

 Mikaël Jacquemont , Luca Antiga , Thomas Vuillaume , Giorgia Silvestri , A Benoit , et al.
VISAPP, 14th International Conference on Computer Vision Theory and Applications, Feb 2019, Prague, Czech Republic
Communication dans un congrès hal-02087157v1
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GammaLearn - first steps to apply Deep Learning to the Cherenkov Telescope Array data

 Thomas Vuillaume , Mikaël Jacquemont , Luca Antiga , A Benoit , Patrick Lambert , et al.
23rd International Conference on Computing in High Energy and Nuclear Physics (CHEP 2018), Jul 2018, Sofia, Bulgaria
Communication dans un congrès hal-02197396v1
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GammaLearn: a Deep Learning framework for IACT data

 Mikaël Jacquemont , Thomas Vuillaume , A Benoit , Gilles Maurin , Patrick Lambert , et al.
36th International Cosmic Ray Conference, Jul 2019, Madison, United States. pp.705
Communication dans un congrès hal-02197399v1
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