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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
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Full-body movement pattern recognition in climbing *
Ludovic Seifert
,
Vladislavs Dovgalecs
,
Jérémie Boulanger
,
Dominic Orth
,
Romain Hérault
,
et al.
Article dans une revue
hal-02094936v1
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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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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.
Article dans une revue
hal-02096541v1
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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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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
Article dans une revue
hal-01338014v1
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Data modelling reveals inter-individual variability of front crawl swimming
Gautier Bideault
,
Romain Hérault
,
Ludovic Seifert
Article dans une revue
hal-02094914v1
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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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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
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Supervised Music Chord Recognition
Imad Rida
,
Romain Hérault
,
Gilles Gasso
2014 13th International Conference on Machine Learning and Applications (ICMLA), Dec 2014, Detroit, United States. pp.336-341, ⟨10.1109/ICMLA.2014.60⟩
Communication dans un congrès
hal-02096549v1
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Pixel-wise Conditioning of Generative Adversarial Networks
Cyprien Ruffino
,
Romain Hérault
,
Eric Laloy
,
Gilles Gasso
European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), Apr 2019, Brugge, Belgium
Communication dans un congrès
hal-02347732v1
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Temporal dynamics of inter-limb coordination in ice climbing revealed through change-point analysis of the geodesic mean of circular data
Ludovic Seifert
,
Jean-François Coeurjolly
,
Romain Hérault
,
Leo Wattebled
,
Keith Davids
Article dans une revue
hal-02094911v1
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Key point selection and clustering of swimmer coordination through Sparse Fisher-EM
John Komar
,
Romain Hérault
,
Ludovic Seifert
ECML/PKDD 2013 Workshop on Machine Learning and Data Mining for Sports Analytics (MLSA2013), Sep 2013, Praha, Czech Republic
Communication dans un congrès
hal-02351767v1
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Metastability in perception and action in rock climbing
Ludovic Seifert
,
Orth Dominic
,
Romain Hérault
,
Keith Davids
XVIIth international conference on perception and action, Jul 2013, Estoril, Portugal
Communication dans un congrès
hal-02351797v1
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Learning from partially labeled sequences for behavioral signal annotation
Anna Aniszewska-Stępień
,
Romain Hérault
,
Guillaume Hacques
,
Ludovic Seifert
,
Gilles Gasso
Communication dans un congrès
hal-04465133v1
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Inter-individual variability in the upper-lower limb breaststroke coordination
Ludovic Seifert
,
Hugues Leblanc
,
Romain Hérault
,
John Komar
,
Chris Button
,
et al.
Article dans une revue
istex
hal-00671318v1
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Open Set Domain Adaptation using Optimal Transport
Marwa Kechaou
,
Romain Hérault
,
Mokhtar Z. Alaya
,
Gilles Gasso
European machine learning and data mining conference (ECML-PKDD), Sep 2020, Ghent, Belgium
Communication dans un congrès
hal-02959646v1
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Radiomics-net: Convolutional Neural Networks on FDG PET Images for predicting cancer treatment response
Amine Amyar
,
Su Ruan
,
Isabelle Gardin
,
Romain Hérault
,
Chatelain Clement
,
et al.
Journal of Nuclear Medicine, 2018, 59 (supplement 1), pp.324
Article dans une revue
hal-02129431v1
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Automatic sensor-based detection and classification of climbing activities
Jérémie Boulanger
,
Ludovic Seifert
,
Romain Hérault
,
Jean-François Coeurjolly
Article dans une revue
hal-01225056v1
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Movement phase detection in climbing
Vladislavs Dovgalecs
,
Jérémie Boulanger
,
Dominique Orth
,
Romain Herault
,
Jean-François Coeurjolly
,
et al.
Article dans une revue
hal-01071401v1
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Gradient-based deterministic inversion of geophysical data with generative adversarial networks: Is it feasible?
Eric Laloy
,
Niklas Linde
,
Cyprien Ruffino
,
Romain Hérault
,
Gilles Gasso
,
et al.
Article dans une revue
hal-02334880v1
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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.
2022
Pré-publication, Document de travail
hal-03695871v1
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COMEDIAN: Self-Supervised Learning and Knowledge Distillation for Action Spotting using Transformers
Julien Denize
,
Mykola Liashuha
,
Jaonary Rabarisoa
,
Astrid Orcesi
,
Romain Hérault
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Jan 2024, WAIKOLOA, HAWAII, United States. ⟨10.48550/arXiv.2309.01270⟩
Communication dans un congrès
hal-04462159v1
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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.
Article dans une revue
hal-04461606v1
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Spotting L3 slice in CT scans using deep convolutional network and transfer learning
Soufiane Belharbi
,
Clément Chatelain
,
Romain Hérault
,
Sébastien Adam
,
Sébastien Thureau
,
et al.
Article dans une revue
hal-01643960v1
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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.
Article dans une revue
hal-02116015v1
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Advances in artificial neural networks, machine learning and computational intelligence
Fabio Aiolli
,
Gaëlle Loosli
,
Romain Hérault
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
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