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Pré-apprentissage supervisé pour les réseaux profonds

 Xilan Tian , Romain Hérault , Gilles Gasso , Stéphane Canu
Reconnaissance des Formes et Intelligence Artificielle (RFIA), Jan 2010, Caen, France
Communication dans un congrès hal-02351919v1

Full-body movement pattern recognition in climbing *

 Ludovic Seifert , Vladislavs Dovgalecs , Jérémie Boulanger , Dominic Orth , Romain Hérault , et al.
Sports Technology, 2015, 7 (3-4), pp.166-173. ⟨10.1080/19346182.2014.968250⟩
Article dans une revue hal-02094936v1

Data modelling reveals inter-individual variability of front crawl swimming

 Gautier Bideault , Romain Hérault , Ludovic Seifert
Journal of Science and Medicine in Sport, 2013, 16 (3), pp.281-285. ⟨10.1016/j.jsams.2012.08.001⟩
Article dans une revue hal-02094914v1

Indices of behavioral complexity over repeated trials in a climbing task: Evaluating mechanisms underpinning emergence of skilled performance

 Orth Dominic , Keith Davids , Romain Hérault , Ludovic Seifert
European Conferences on Complex Systems (ECCS), Sep 2013, Barcelona, Spain
Communication dans un congrès hal-02351854v1
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Pattern Recognition in Cyclic and Discrete Skills Performance from Inertial Measurement Units

 Ludovic Seifert , Maxime L’hermette , John Komar , Dominic Orth , Florian Mell , et al.
Procedia Engineering, 2014, 72, pp.196-201. ⟨10.1016/j.proeng.2014.06.033⟩
Article dans une revue hal-02096541v1

Inter-limb coordination variability in ice climbers of different skill level

 Ludovic Seifert , Leo Wattebled , Maxime L'Hermette , Romain Hérault
Baltic Journal of Sport and Health Sciences, 2011, 1 (80)
Article dans une revue hal-02351889v1
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Learning Deep Neural Networks for High Dimensional Output Problems

 Benjamin Labbé , Romain Hérault , Clement Chatelain
ICMLA, Dec 2009, United States. 6p
Communication dans un congrès hal-00438714v1

A Unified Neural Based Model for Structured Output Problems

 Soufiane Belharbi , Clément Chatelain , Romain Hérault , Sébastien Adam
Conférence sur l'APprentissage automatique, Jul 2015, Villeneuve d'Ascq, France
Communication dans un congrès hal-02346189v1
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Estimation de la concentration d'un agent biologique par détection de rupture sur vidéos de fluorescences issues de PCR

 Abou Keita , Romain Hérault , Stéphane Canu
RFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France. pp.978-2-9539515-2-3
Communication dans un congrès hal-00656568v1
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IODA: An input/output deep architecture for image labeling

 J Lerouge , Romain Hérault , Clément Chatelain , Fabrice Jardin , Romain Modzelewski
Pattern Recognition, 2015, ⟨10.1016/j.patcog.2015.03.017⟩
Article dans une revue hal-01338014v1
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Dilated Spatial Generative Adversarial Networks for Ergodic Image Generation

 Cyprien Ruffino , Romain Hérault , Eric Laloy , Gilles Gasso
Conférence sur l'Apprentissage (CAp2018), Jun 2018, Rouen, France
Communication dans un congrès hal-02128358v1

Skill transfer, affordances and dexterity in different climbing environments

 Ludovic Seifert , Leo Wattebled , Maxime L'Hermette , Gautier Bideault , Romain Hérault , et al.
Human Movement Science, 2013, 32 (6), pp.1339-1352. ⟨10.1016/j.humov.2013.06.006⟩
Article dans une revue hal-02094924v1

Comparing dynamics of fluency and inter-limb coordination in climbing activities using multi-scale Jensen–Shannon embedding and clustering

 Romain Hérault , Dominic Orth , Ludovic Seifert , Jérémie Boulanger , John Aldo Lee
Data Mining and Knowledge Discovery, 2017, 31 (6), pp.1758-1792. ⟨10.1007/s10618-017-0522-1⟩
Article dans une revue hal-02094958v1

Identifying patterns in trunk/head/elbow changes of riders and non-riders: A cluster analysis approach

 Imen Trabelsi , Romain Hérault , Héloise Baillet , Régis Thouvarecq , Ludovic Seifert , et al.
Computers in Biology and Medicine, 2022, 143, pp.105193. ⟨10.1016/J.COMPBIOMED.2021.105193⟩
Article dans une revue hal-03552674v1

Deep Multi-Task Learning with evolving weights

 Soufiane Belharbi , Romain Hérault , Chatelain Clement , Sébastien Adam
European Symposium on Artificial Neural Networks (ESANN), Apr 2016, Brugge, Belgium
Communication dans un congrès hal-02345855v1

Improved Model-Free Gait Recognition Based on Human Body Part

 Imad Rida , Noor Al Maadeed , Gian Luca Marcialis , Ahmed Bouridane , Romain Hérault , et al.
Biometric Security and Privacy, pp.141-161, 2017, ⟨10.1007/978-3-319-47301-7_6⟩
Chapitre d'ouvrage hal-02094991v1

A dynamical system perspective to understanding badminton singles game play

 Jia Yi Chow , Ludovic Seifert , Romain Hérault , Shannon Jing Yi Chia , Miriam Chang Yi Lee
Human Movement Science, 2014, 33, pp.70-84. ⟨10.1016/j.humov.2013.07.016⟩
Article dans une revue hal-02094927v1
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Training-Image Based Geostatistical Inversion Using a Spatial Generative Adversarial Neural Network

 Eric Laloy , Romain Hérault , Diederik Jacques , Niklas Linde
Water Resources Research, 2018, 54 (1), pp.381-406. ⟨10.1002/2017WR022148⟩
Article dans une revue hal-02094971v1

Special issue: Advances in artificial neural networks, machine learning and computational intelligenceSelected papers from the 23rd European Symposium on Artificial Neural Networks (ESANN 2015)

 Fabio Aiolli , Kerstin Bunte , Romain Hérault , Mikhail Kanevski
Neurocomputing, 2016, 192, pp.1-2. ⟨10.1016/j.neucom.2016.02.005⟩
Article dans une revue hal-02129476v1
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Inversion using a new low-dimensional representation of complex binary geological media based on a deep neural network

 Eric Laloy , Romain Hérault , John Lee , Diederik Jacques , Niklas Linde
Advances in Water Resources, 2017, 110, pp.387-405. ⟨10.1016/j.advwatres.2017.09.029⟩
Article dans une revue hal-02094960v1
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Physically-admissible polarimetric data augmentation for road-scene analysis

 Cyprien Ruffino , Rachel Blin , Samia Ainouz , Gilles Gasso , Romain Hérault , et al.
Computer Vision and Image Understanding, 2022, 222, pp.103495. ⟨10.1016/j.cviu.2022.103495⟩
Article dans une revue hal-04461606v1

Inter-limb coordination variability in ice climbers of different skill levels

 Ludovic Seifert , Leo Wattebled , Maxime L'Hermette , Romain Hérault
3rd International Congress Complex Systems in Medicine and Sport, Sep 2010, Lithuania. pp.105-106
Communication dans un congrès hal-00558152v1
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Neurobiological Degeneracy and Affordance Perception Support Functional Intra-Individual Variability of Inter-Limb Coordination during Ice Climbing

 Ludovic Seifert , Leo Wattebled , Romain Hérault , Germain Poizat , David Adé , et al.
PLoS ONE, 2014, 9 (2), pp.e89865. ⟨10.1371/journal.pone.0089865⟩
Article dans une revue hal-02116015v1

Advances in artificial neural networks, machine learning and computational intelligence

 Fabio Aiolli , Gaëlle Loosli , Romain Hérault
Neurocomputing, 2017, 268, pp.1 - 3. ⟨10.1016/j.neucom.2017.04.038⟩
Article dans une revue hal-01593605v1
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Régression Logistique Parcimonieuse

 Romain Hérault , Yves Grandvalet
9ème Conférence d'Apprentissage, Plate-forme AFIA, Jul 2007, Grenoble, France, France. pp.265-280
Communication dans un congrès hal-00442755v1

Learning Structured Output Dependencies Using Deep Neural Networks

 Soufiane Belharbi , Clément Chatelain , Romain Hérault , Sébastien Adam
Deep Learning Workshop at International Conference on Machine Learning, Jul 2015, Lille, France
Communication dans un congrès hal-02351747v1
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Head and Facial Action Tracking: Comparison of two Robust Approaches

 Romain Hérault , Franck Davoine , Yves Grandvalet
7th IEEE International Conference on Automatic Face and Gesture Recognition, Apr 2006, Southampton, UK, United Kingdom. pp.287-292
Communication dans un congrès hal-00442753v1
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Palmprint recognition with an efficient data driven ensemble classifier

 Imad Rida , Romain Hérault , Gian Luca Marcialis , Gilles Gasso
Pattern Recognition Letters, 2018, ⟨10.1016/j.patrec.2018.04.033⟩
Article dans une revue hal-02094965v1

Learning Deep Neural Networks for High Dimensional Output Problems

 Benjamin Labbé , Romain Hérault , Clément Chatelain
2009 International Conference on Machine Learning and Applications (ICMLA), Dec 2009, Miami, United States. pp.63-68, ⟨10.1109/ICMLA.2009.48⟩
Communication dans un congrès hal-02096536v1

Neural Networks Regularization Through Class-wise Invariant Representation Learning

 Soufiane Belharbi , Clement Chatelain , Romain Hérault , Sébastien Adam
2019
Pré-publication, Document de travail hal-02129472v1
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