Rémi Emonet

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Image quality metrics for restricted gamut images produced by laser-induced printing on plasmonic films

Robin Mermillod-Blondin , Nicolas Dalloz , Alain Tremeau , Aldi Wista Fadhilah , Rémi Emonet et al.

Journal of the European Optical Society : Rapid publications, 2025, 21 (2), pp.36. ⟨10.1051/jeos/2025025⟩

Article dans une revue hal-05204435v1
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Visualization and quantification of coral reef soundscapes using CoralSoundExplorer software

Lana Minier , Jérémy Rouch , Bamdad Sabbagh , Frédéric Bertucci , Eric Parmentier et al.

PLoS Computational Biology, 2025, 21 (4), pp.e1012050. ⟨10.1371/journal.pcbi.1012050⟩

Article dans une revue hal-05034375v1
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Premature baby cries remain different from those of full-term babies

Guillem Bonafos , Flavie Vial , Clément Cornec , Léo Papet , Lény Lego et al.

Journal of the Acoustical Society of America, 2025, 157 (6), pp.4175 - 4183. ⟨10.1121/10.0036842⟩

Article dans une revue hal-05245427v1

Visualization and quantification of coral reef soundscapes using CoralSoundExplorer software

Lana Minier , Jérémy Rouch , Bamdad Sabbagh , Frédéric Bertucci , Eric Parmentier et al.

PLoS Computational Biology, 2025, 21 (4), pp.e1012050. ⟨10.1371/journal.pcbi.1012050⟩

Article dans une revue hal-05411525v1
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On the theoretical limit of gradient descent for Simple Recurrent Neural Networks with finite precision

Volodimir Mitarchuk , Rémi Emonet , Rémi Eyraud , Amaury Habrard

Transactions on Machine Learning Research Journal, 2024, 3124

Article dans une revue hal-04874202v1
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End-to-end learned early classification of time series for in-season crop type mapping

Marc Rußwurm , Nicolas Courty , Rémi Emonet , Sébastien Lefèvre , Devis Tuia et al.

ISPRS Journal of Photogrammetry and Remote Sensing, 2023, 196, pp.445-456. ⟨10.1016/j.isprsjprs.2022.12.016⟩

Article dans une revue hal-04023073v1
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Learning Complexity to Guide Light-Induced Self-Organized Nanopatterns

Eduardo Brandao , Anthony Nakhoul , Stefan Duffner , Rémi Emonet , Florence Garrelie et al.

Physical Review Letters, 2023, 130, pp.226201. ⟨10.1103/physrevlett.130.226201⟩

Article dans une revue ujm-04157829v1
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Learning PDE to Model Self-Organization of Matter

Eduardo Brandao , Jean-Philippe Colombier , Stefan Duffner , Rémi Emonet , Florence Garrelie et al.

Entropy, 2022, 24 (8), ⟨10.3390/e24081096⟩

Article dans une revue ujm-03823722v1
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Trading contact tracing efficiency for finding patient zero

Marcin Waniek , Petter Holme , Katayoun Farrahi , Rémi Emonet , Manuel Cebrian et al.

Scientific Reports, 2022, 12 (1), pp.22582. ⟨10.1038/s41598-022-26892-7⟩

Article dans une revue hal-04884841v1
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A Nearest Neighbor Algorithm for Imbalanced Classification

Rémi Viola , Rémi Emonet , Amaury Habrard , Guillaume Metzler , Sébastien Riou et al.

International Journal on Artificial Intelligence Tools, 2021, 30 (03), pp.2150013. ⟨10.1142/S0218213021500135⟩

Article dans une revue hal-04646114v2
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Modelling digital and manual contact tracing for COVID-19. Are low uptakes and missed contacts deal-breakers?

Andrei C Rusu , Rémi Emonet , Katayoun Farrahi

PLoS ONE, 2021, 16 (11), pp.e0259969. ⟨10.1371/journal.pone.0259969⟩

Article dans une revue hal-04488997v1

Solving highly cyclic distributed optimization problems without busting the bank: a decimation-based approach

Jesus Cerquides , Rémi Emonet , Gauthier Picard , Juan A. Rodriguez-Aguilar

Logic Journal of the IGPL, 2021, 29 (1), pp.72-95. ⟨10.1093/jigpal/jzaa069⟩

Article dans une revue hal-02133894v1
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Sampled Gromov Wasserstein

Tanguy Kerdoncuff , Rémi Emonet , Marc Sebban

Machine Learning, 2021, ⟨10.1007/s10994-021-06035-1⟩

Article dans une revue hal-03232509v2
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Mean oriented Riesz features for micro expression classification

Carlos Arango Duque , Olivier Alata , Rémi Emonet , Hubert Konik , Anne-Claire Legrand

Pattern Recognition Letters, 2020, 135, pp.382-389. ⟨10.1016/j.patrec.2020.05.008⟩

Article dans une revue ujm-02946029v1
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Ten simple rules for collaborative lesson development

Gabriel Devenyi , Rémi Emonet , Rayna Harris , Kate Hertweck , Damien Irving et al.

PLoS Computational Biology, 2018, 14 (3), ⟨10.1371/journal.pcbi.1005963⟩

Article dans une revue hal-01864456v1
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Multi-task, Multi-domain Learning: application to semantic segmentation and pose regression

Damien Fourure , Rémi Emonet , Elisa Fromont , Damien Muselet , Natalia Neverova et al.

Neurocomputing, 2017, 251, pp.68-80. ⟨10.1016/j.neucom.2017.04.014⟩

Article dans une revue hal-01507132v2
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Epidemic Contact Tracing via Communication Traces

Katayoun Farrahi , Rémi Emonet , Manuel Cebrian

PLoS ONE, 2014, pp.1. ⟨10.1371/journal.pone.0095133⟩

Article dans une revue hal-01004479v1

Temporal Analysis of Motif Mixtures using Dirichlet Processes

Rémi Emonet , J. Varadarajan , Jean-Marc Odobez

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2014, ⟨10.1109/TPAMI.2013.100⟩

Article dans une revue hal-00872018v1
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Temporal Analysis of Motif Mixtures using Dirichlet Processes

Rémi Emonet , J. Varadarajan , Jean-Marc Odobez

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2014, pp.140 - 156. ⟨10.1109/TPAMI.2013.100⟩

Article dans une revue hal-00965909v1

A Sequential Topic Model for Mining Recurrent Activities from Long Term Video Logs

J. Varadarajan , Rémi Emonet , Jean-Marc Odobez

International Journal of Computer Vision, 2013, 103 (1), pp.100-126. ⟨10.1007/s11263-012-0596-6⟩

Article dans une revue istex hal-00872030v1
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Clustering Flood Events from Water Quality Time-Series using Latent Dirichlet Allocation Model

Alice Aubert , Romain Tavenard , Rémi Emonet , Alban de Lavenne , Simon Malinowski et al.

Water Resources Research, 2013, 49 (12), pp.8187-8199. ⟨10.1002/2013WR014086⟩

Article dans une revue halshs-00906292v1

The OMiSCID 2.0 Middleware: Usage and Experiments in Smart Environments

Rémi Barraquand , Dominique Vaufreydaz , Rémi Emonet , Amaury Nègre , Patrick Reignier

International Journal On Advances in Software, 2012, 4 (3&4), pp.231-243

Article dans une revue hal-00693395v1
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Learning dynamics in ultrafast laser self-organization

Fayad Ali Banna , Eduardo Brandão , Anthony Nakhoul , Rémi Emonet , Marc Sebban et al.

Progress in Ultrafast Laser Modifications of Materials, Jun 2025, Villars-sur-Ollon, France

Communication dans un congrès ujm-05214760v1
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Physics-Informed Machine Learning for Modeling CO2 Capture from Scarce Data

Mickaël Gault , Pierre Bachaud , Benoît Celse , Rémi Emonet , Marc Sebban

37th IEEE International Conference on Tools with Artificial Intelligence, Institute of Electrical and Electronics Engineers, Nov 2025, Athènes, Greece. pp.1436-1442, ⟨10.1109/ICTAI66417.2025.00207⟩

Communication dans un congrès hal-05313730v1
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Provably Accurate Adaptive Sampling for Collocation Points in Physics-informed Neural Networks

Antoine Caradot , Rémi Emonet , Amaury Habrard , Abdel-Rahim Mezidi , Marc Sebban

European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2025, Porto, Portugal. pp.19-37, ⟨10.1007/978-3-032-06096-9_2⟩

Communication dans un congrès hal-05017201v3
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On the Closed-Form of Flow Matching: Generalization Does Not Arise from Target Stochasticity

Quentin Bertrand , Anne Gagneux , Mathurin Massias , Rémi Emonet

NeurIPS 2025 - 39th Annual Conference on Neural Information Processing Systems, Dec 2025, San Diego (CA), United States

Communication dans un congrès hal-05119547v1
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Speech transformer models for extracting information from baby cries

Guillem Bonafos , Jérémy Rouch , Lény Lego , David Reby , Hugues Patural et al.

Workshop on Child Computer Interaction - WOCCI 2025, Aug 2025, Nijmegen, Netherlands. pp.11 - 15, ⟨10.21437/wocci.2025-3⟩

Communication dans un congrès hal-05304733v1
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A Bregman Proximal Viewpoint on Neural Operators

Abdel-Rahim Mezidi , Jordan Patracone , Saverio Salzo , Amaury Habrard , Massimiliano Pontil et al.

International Conference on Machine Learning, Jul 2025, Vancouver, Canada

Communication dans un congrès hal-04584456v3
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Méthode de quadrature pour les PINNs fondée théoriquement sur la hessienne des résiduels

Antoine Caradot , Rémi Emonet , Abdel-Rahim Mezidi , Amaury Habrard , Marc Sebban

30ème Colloque sur le traitement du signal et des images GRETSI, Aug 2025, Strasbourg, France

Communication dans un congrès hal-05128227v1
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Historical Printed Ornaments: Dataset and Tasks

Sayan Kumar Chaki , Zeynep Sonat Baltaci , Elliot Vincent , Rémi Emonet , Fabienne Vial-Bonacci et al.

ICDAR 2024 - International Conference on Document Analysis and Recognition, Aug 2024, Athens, Greece. pp.251-270, ⟨10.1007/978-3-031-70543-4_15⟩

Communication dans un congrès hal-04720711v1
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Physics-informed Machine Learning for Better Understanding Laser-Matter Interaction

Fayad Ali Banna , Jean-Philippe Colombier , Rémi Emonet , Marc Sebban

The 36th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2024), IEEE, Oct 2024, Herndon, VA, United States. pp.7

Communication dans un congrès hal-04717837v1

Leveraging PAC-Bayes Theory and Gibbs Distributions for Generalization Bounds with Complexity Measures

Paul Viallard , Rémi Emonet , Amaury Habrard , Emilie Morvant , Valentina Zantedeschi

AISTATS 2024 - 27th International Conference on Artificial Intelligence and Statistics, May 2024, Valencia, Spain

Communication dans un congrès hal-04473777v1
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Deciphering the complexity behind laser-induced selforganized nanopatterns

Jean-Philippe Colombier , Eduardo Brandao , Anthony Nakhoul , Fayad Ali Banna , Rémi Emonet et al.

17th International Conference on Laser Ablation (COLA 2024), Sep 2024, Hersonissos, Greece

Communication dans un congrès ujm-04881596v1
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Length Independent PAC-Bayes Bounds for Simple RNNs

Volodimir Mitarchuk , Clara Lacroce , Rémi Eyraud , Rémi Emonet , Amaury Habrard et al.

AISTATS 2024 - 27th International Conference on Artificial Intelligence and Statistics, May 2024, Valence, Spain

Communication dans un congrès hal-04488664v1
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Approximation Error of Sobolev Regular Functions with tanh Neural Networks: Theoretical Impact on PINNs

Benjamin Girault , Rémi Emonet , Amaury Habrard , Jordan Patracone , Marc Sebban

ECML PKDD 2024 - Joint European Conference on Machine Learning and Knowledge Discovery in Databases, Sep 2024, Vilnius, Lithuania

Communication dans un congrès hal-04518335v1
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Unsupervised Learning and Effective Complexity: introducing JPG and Neural Sophistication

Erick Gomez Soto , Rémi Emonet , Marc Sebban

International Conference on Tools with Artificial Intelligence (ICTAI), Oct 2024, Herndon, United States

Communication dans un congrès hal-04830374v1
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Fair Text Classification with Wasserstein Independence

Thibaud Leteno , Antoine Gourru , Charlotte Laclau , Rémi Emonet , Christophe Gravier

2023 Conference on Empirical Methods in Natural Language Processing, Dec 2023, Singapore, Singapore. pp.15790-15803, ⟨10.18653/v1/2023.emnlp-main.978⟩

Communication dans un congrès hal-04390768v1
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Is My Neural Net Driven by the MDL Principle?

Eduardo Brandao , Stefan Duffner , Rémi Emonet , Amaury Habrard , François Jacquenet et al.

European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2023, Turin, France. pp.173-189, ⟨10.1007/978-3-031-43415-0_11⟩

Communication dans un congrès hal-04231405v1

Learning Stochastic Majority Votes by Minimizing a PAC-Bayes Generalization Bound

Valentina Zantedeschi , Paul Viallard , Emilie Morvant , Rémi Emonet , Amaury Habrard et al.

CAp 2022, Jul 2022, Vannes, France

Communication dans un congrès hal-03703804v1
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Optimal Tensor Transport

Tanguy Kerdoncuff , Michaël Perrot , Rémi Emonet , Marc Sebban

AAAI, Feb 2022, Vancouver, Canada. ⟨10.1609/aaai.v36i7.20672⟩

Communication dans un congrès hal-03479241v1

Optimisation muliticritère de couleurs plasmoniques pour les documents d'identité

Robin Mermillod-Blondin , Nicolas Dalloz , Rémi Emonet , Nathalie Destouches

NanoApp 2022 - Colloque « Apparence visuelle de milieux nanostructurés », Kevin Vynck, Nov 2022, Villeurbanne, France

Communication dans un congrès hal-04889427v1
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Stochasticity versus determinism in LIPSS formation

Jean-Philippe Colombier , Eduardo Brandao , Anthony Nakhoul , Rémi Emonet , Florence Garrelie et al.

10th International Workshop LIPSS, Sep 2022, Orléans, France

Communication dans un congrès ujm-03823762v1

Intérêt des bornes désintégrées pour la généralisation avec des mesures de complexité

Paul Viallard , Rémi Emonet , Pascal Germain , Amaury Habrard , Emilie Morvant et al.

CAp 2022, Jul 2022, Vannes, France

Communication dans un congrès hal-03703811v1

Optimisation multicritère de couleurs plasmoniques pour les documents d’identité

R. Mermillod-Blondin , N. Dalloz , N. Destouches , R. Emonet

NanoApp 2022, Nov 2022, Lyon, France

Communication dans un congrès hal-04889703v1
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Learning Stochastic Majority Votes by Minimizing a PAC-Bayes Generalization Bound

Valentina Zantedeschi , Paul Viallard , Emilie Morvant , Rémi Emonet , Amaury Habrard et al.

NeurIPS, 2021, Online, France. ⟨10.5555/3540261.3540296⟩

Communication dans un congrès hal-03278470v1
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A Swiss Army Knife for Minimax Optimal Transport

Sofien Dhouib , Ievgen Redko , Tanguy Kerdoncuff , Rémi Emonet , Marc Sebban

Thirty-seventh International Conference on Machine Learning, Jul 2020, Vienne, Austria

Communication dans un congrès hal-02900712v1
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Metric Learning in Optimal Transport for Domain Adaptation

Tanguy Kerdoncuff , Rémi Emonet , Marc Sebban

International Joint Conference on Artificial Intelligence, Jan 2020, Kyoto, Japan. pp.2162-2168, ⟨10.24963/ijcai.2020/299⟩

Communication dans un congrès ujm-02611800v3
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Learning from Few Positives: a Provably Accurate Metric Learning Algorithm to deal with Imbalanced Data

Rémi Viola , Rémi Emonet , Amaury Habrard , Guillaume Metzler , Marc Sebban

IJCAI 2020, the 29th International Joint Conference on Artificial Intelligence, Jul 2020, Yokohama, Japan. pp.2155-2161, ⟨10.24963/ijcai.2020/298⟩

Communication dans un congrès hal-02611586v1
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Adversarial regularization for explainable-by-design time series classification

Yichang Wang , Rémi Emonet , Elisa Fromont , Simon Malinowski , Romain Tavenard

ICTAI 2020 - 32th International Conference on Tools with Artificial Intelligence, Nov 2020, online, Greece. pp.1-9, ⟨10.1109/ICTAI50040.2020.00165⟩

Communication dans un congrès hal-03025671v1

MLFP: Un algorithme d'apprentissage de métrique pour la classification de données déséquilibrées

Rémi Viola , Rémi Emonet , Amaury Habrard , Guillaume Metzler , Marc Sebban

Conférence sur l'Apprentissage automatique (CAp 2020), Jun 2020, Vannes, France

Communication dans un congrès hal-02868502v1
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Fast and Provably Effective Multi-view Classification with Landmark-based SVM

Valentina Zantedeschi , Rémi Emonet , Marc Sebban

ECML PKDD 2018, Sep 2018, Dublin, Ireland. pp.193-208, ⟨10.1007/978-3-030-10928-8_12⟩

Communication dans un congrès hal-01863895v1
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Classification de séries temporelles basée sur des "shapelets" interprétables par réseaux de neurones antagonistes

Yichang Wang , Rémi Emonet , Elisa Fromont , Simon Malinowski , Etienne Menager et al.

CAp 2019 - Conférence sur l'Apprentissage automatique, Jul 2019, Toulouse, France. pp.1-2

Communication dans un congrès hal-02268004v1
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Improving Domain Adaptation By Source Selection

Kevin Bascol , Rémi Emonet , Elisa Fromont

ICIP 2019 - IEEE International Conference on Image Processing, Sep 2019, Taïpei, Taiwan. ⟨10.1109/ICIP.2019.8803325⟩

Communication dans un congrès hal-02136378v1
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An Adjusted Nearest Neighbor Algorithm Maximizing the F-Measure from Imbalanced Data

Rémi Viola , Rémi Emonet , Amaury Habrard , Guillaume Metzler , Sébastien Riou et al.

International Conference on Tools with Artificial Intelligence (ICTAI), Nov 2019, Portland, Oregon, United States. ⟨10.1109/ICTAI.2019.00042⟩

Communication dans un congrès hal-02318868v1
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From Cost-Sensitive Classification to Tight F-measure Bounds

Kevin Bascol , Rémi Emonet , Elisa Fromont , Amaury Habrard , Guillaume Metzler et al.

AISTATS 2019 - 22nd International Conference on Artificial Intelligence and Statistics, Apr 2019, Naha, Okinawa, Japan. pp.1245-1253

Communication dans un congrès hal-02049763v1
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Une version corrigée de l’algorithme des plus proches voisins pour l’optimisation de la F-mesure dans un contexte déséquilibré

Rémi Viola , Rémi Emonet , Amaury Habrard , Guillaume Metzler , Sébastien Riou et al.

Conférence sur l'Apprentissage automatique (CAp 2019), Jul 2019, Toulouse, France

Communication dans un congrès hal-02868516v1
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Extraction d'un noyau non stationnaire de processus gaussien à l'aide des ondelettes

Romain Ravaille , Olivier Alata , Rémi Emonet

GRETSI 2019, Aug 2019, Lille, France

Communication dans un congrès hal-02308042v1

Interpreting Neural Networks as Majority Votes through the PAC-Bayesian Theory

Paul Viallard , Rémi Emonet , Pascal Germain , Amaury Habrard , Emilie Morvant

Workshop on Machine Learning with guarantees @ NeurIPS 2019, Dec 2019, Vancouver, Canada

Communication dans un congrès hal-02335762v1
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Subtle Motion Analysis and Spotting using the Riesz Pyramid

Carlos Andres Arango , Olivier Alata , Rémi Emonet , Anne-Claire Legrand , Hubert Konik

VISIGRAPP 2018, Jan 2018, Funchal, Portugal

Communication dans un congrès hal-01699350v1

Un algorithme de pondération de la F-Mesure par pondération des erreurs de classfication.

Kevin Bascol , Rémi Emonet , Elisa Fromont , Amaury Habrard , Guillaume Metzler et al.

Conférence pour l'Apprentissage Automatique, Jun 2018, Saint-Etienne du Rouvray, France

Communication dans un congrès hal-01803183v1

Decimaxsum: Using decimation to improve max-sum on cyclic dcops

Jesus Cerquides , Rémi Emonet , Gauthier Picard , Juan A. Rodriguez-Aguilar

21st International Conference of the Catalan Association for Artificial Intelligence (CCIA 2018), Oct 2018, Roses, Spain. pp.27-36, ⟨10.3233/978-1-61499-918-8-27⟩

Communication dans un congrès hal-01861622v1

Decimaxsum : Décimer pour résoudre des dcop cycliques plus efficacement. In Journées Francophones sur les Systèmes Multi-Agents

Jesus Cerquides , Rémi Emonet , Gauthier Picard , Juan A. Rodriguez-Aguilar

26èmes Journées Francophones sur les Systèmes Multi-Agents (JFSMA 2018), Oct 2018, Métabief, France. pp.63-72

Communication dans un congrès hal-01861618v1

Improving Max-Sum through Decimation to Solve Cyclic Distributed Constraint Optimization Problems

Jesus Cerquides , Rémi Emonet , Gauthier Picard , Juan A. Rodriguez-Aguilar

International Workshop on Optimisation in Multi-Agent Systems (OPTMAS), 2018, Stockholm, Sweden

Communication dans un congrès hal-01804326v1

GPU Accelerated Probabilistic Latent Sequential Motifs for Activity Analysis

Khaja Wasif Mohiuddin , Jagannadan Varadarajan , Rémi Emonet , Jean-Marc Odobez , Pierre Moulin

International Conference on Computer Vision Theory and Applications, Jan 2018, Funchal, Portugal. pp.409-418

Communication dans un congrès hal-01991806v1
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Micro-Expression Spotting using the Riesz Pyramid

Carlos Arango Duque , Olivier Alata , Rémi Emonet , Anne-Claire Legrand , Hubert Konik

WACV 2018, Mar 2018, Lake Tahoe, United States

Communication dans un congrès hal-01699355v1
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Improving Chairlift Security with Deep Learning

Kevin Bascol , Rémi Emonet , Elisa Fromont , Raluca Debusschere

International Symposium on Intelligent Data Analysis (IDA 2017), Oct 2017, Londres, United Kingdom

Communication dans un congrès hal-01581392v1
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Residual Conv-Deconv Grid Network for Semantic Segmentation

Damien Fourure , Rémi Emonet , Elisa Fromont , Damien Muselet , Alain Tremeau et al.

BMVC 2017, Sep 2017, Londre, United Kingdom

Communication dans un congrès hal-01567725v1

Apprentissage de Combinaisons Convexes de Métriques Locales avec Garanties de Généralisation

Valentina Zantedeschi , Rémi Emonet , Marc Sebban

CAp2016, Jul 2016, Marseille, France

Communication dans un congrès hal-01359282v1
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beta-risk: a New Surrogate Risk for Learning from Weakly Labeled Data

Valentina Zantedeschi , Rémi Emonet , Marc Sebban

NIPS 2016, Dec 2016, Barcelona, Spain

Communication dans un congrès hal-01359298v1
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Metric Learning as Convex Combinations of Local Models with Generalization Guarantees

Valentina Zantedeschi , Rémi Emonet , Marc Sebban

CVPR2016, Jun 2016, Las Vegas, United States

Communication dans un congrès hal-01323567v1
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Unsupervised Interpretable Pattern Discovery in Time Series Using Autoencoders

Kevin Bascol , Rémi Emonet , Elisa Fromont , Jean-Marc Odobez

The joint IAPR International Workshops on Structural and Syntactic Pattern Recognition (SSPR 2016), Nov 2016, Merida, Mexico

Communication dans un congrès hal-01374576v1
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Semantic Segmentation via Multi-task, Multi-domain Learning

Damien Fourure , Rémi Emonet , Elisa Fromont , Damien Muselet , Alain Trémeau et al.

S+SSPR 2016 The joint IAPR International Workshops on Structural and Syntactic Pattern Recognition (SSPR 2016) and Statistical Techniques in Pattern Recognition (SPR 2016) , Nov 2016, Merida, Mexico

Communication dans un congrès hal-01376998v1
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Mixed Pooling Neural Networks for Color Constancy

Damien Fourure , Rémi Emonet , Elisa Fromont , Damien Muselet , Alain Trémeau et al.

IEEE International Conference on Image Processing, Sep 2016, Phoenix, United States

Communication dans un congrès hal-01314066v1
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Segmentation de scènes extérieures à partir d'ensembles d'étiquettes à granularité et sémantique variables

Damien Fourure , Rémi Emonet , Elisa Fromont , Damien Muselet , Alain Tremeau et al.

RFIA 2016, Jun 2016, Clermont Ferrand, France

Communication dans un congrès hal-01318461v1
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Predicting a Community's Flu Dynamics with Mobile Phone Data

Katayoun Farrahi , Rémi Emonet , Manuel Cebrian

Computer-Supported Cooperative Work and Social Computing, Mar 2015, Vancouver, Canada. ⟨10.1145/2675133.2675237⟩

Communication dans un congrès hal-01146198v1
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Landmarks-based Kernelized Subspace Alignment for Unsupervised Domain Adaptation

Rahaf Aljundi , Rémi Emonet , Damien Muselet , Marc Sebban

Computer Vision and Pattern Recognition (CVPR'2015), Jun 2015, Boston, United States

Communication dans un congrès hal-01124975v1
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What to Show? - Automatic Stream Selection among Multiple Sensors

Rémi Emonet , Elisabeth Oberzaucher , Jean-Marc Odobez

International Conference on Computer Vision Theory and Applications, Jan 2014, Lisbon, Portugal. pp.1

Communication dans un congrès hal-00965916v1
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Automated Bobbing and Phase Analysis to Measure Walking Entrainment to Music

Adolfo López-Méndez , Carina E.I. Westling , Rémi Emonet , Matt Easteal , Lisa Lavia et al.

IEEE International Conference on Image Processing (ICIP), Oct 2014, Paris, France. pp.1

Communication dans un congrès hal-01004425v1

Prise en Compte du Contexte pour Contraindre les Réseaux Profonds: Application à l'Étiquetage de Scènes

Taygun Kekec , Rémi Emonet , Elisa Fromont , Alain Trémeau , Christian Wolf

Conférence d'Apprentissage, CAP 2014, Saint-Etienne, Jul 2014, Saint-Etienne, France

Communication dans un congrès hal-01011948v1
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Contextually Constrained Deep Networks for Scene Labeling

Taygun Kekec , Rémi Emonet , Elisa Fromont , Alain Trémeau , Christian Wolf

British Machine Vision Conference, 2014, Sep 2014, Nottingham, United Kingdom

Communication dans un congrès hal-01020539v1
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Time-Sensitive Topic Models for Action Recognition in Videos

Romain Tavenard , Rémi Emonet , Jean-Marc Odobez

ICIP - International Conference on Image Processing, Sep 2013, Melbourne, Australia

Communication dans un congrès hal-00872048v1

Localized Anomaly Detection via Hierarchical Integrated Activity Discovery

Thiyagarajan Chockalingam , Rémi Emonet , Jean-Marc Odobez

AVSS - IEEE International Conference on Advanced Video and Signal-Based Surveillance, Aug 2013, Kraków, Poland

Communication dans un congrès hal-00872057v1
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OMiSCID 2.0, un intergiciel gratuit pour la construction d'applications distribuées

Rémi Barraquand , Dominique Vaufreydaz , Rémi Emonet , Amaury Nègre , Jean-Pascal Mercier et al.

MajecStic, Oct 2010, Bordeaux, France

Communication dans un congrès hal-00632913v1
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Case Study of the OMiSCID Middleware: Wizard of Oz Experiment in Smart Environments

Remi Barraquand , Dominique Vaufreydaz , Rémi Emonet , Jean-Pascal Mercier

The Fourth International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies, Oct 2010, Florence, Italy

Communication dans un congrès hal-00780416v1
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Usable developer-oriented Functionality Composition Language (UFCL): a Proposal for Semantic Description and Dynamic Composition of Services and Service Factories

Rémi Emonet , Dominique Vaufreydaz

4th IET International Conference on Intelligent Environments, Jul 2008, Seattle, United States. pp.1-8

Communication dans un congrès hal-00670655v1
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Perceptive Services Composition using semantic language and distributed knowledge

Rémi Emonet , Dominique Vaufreydaz

Common Models and Patterns for Pervasive Computing at the 5th International Conference on Pervasive Computin, May 2007, Toronto (Ontario), Canada

Communication dans un congrès inria-00326679v1
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jOMiSCID, un intergiciel sous OSGi pour l'informatique ubiquitaire

Patrick Reignier , Sofia Zaidenberg , Rémi Emonet , Dominique Vaufreydaz , Julien Letesssier

Atelier de travail OSGi 2006, 2006, Paris, France

Communication dans un congrès hal-00097090v1
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O3MiSCID, a Middleware for Pervasive Environments

Rémi Emonet , Dominique Vaufreydaz , Patrick Reignier , Julien Letessier

1st IEEE International Workshop on Services Integration in Pervasive Environments, IEEE, Jun 2006, Lyon, France

Communication dans un congrès inria-00326528v1
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A Lightweight Speech Detection System for Perceptive Environments

Dominique Vaufreydaz , Rémi Emonet , Patrick Reignier

3rd Joint Workshop on Multimodal Interaction and Related Machine Learning Algorithms, May 2006, Washington, United States

Communication dans un congrès inria-00326529v1

Unsupervised Domain Adaptation Based on Subspace Alignment

Basura Fernando , Rahaf Aljundi , Rémi Emonet , Amaury Habrard , Marc Sebban et al.

Domain Adaptation in Computer Vision Applications. Advances in Computer Vision and Pattern Recognition, Springer International Publishing, pp.81-94, 2017, Advances in Computer Vision and Pattern Recognition, ⟨10.1007/978-3-319-58347-1_4⟩

Chapitre d'ouvrage hal-01613051v1
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Osons le constructivisme : Atelier de formation aux "débats scientifiques

Marie-Caroline Croset , Rémi Emonet , Emmanuel Frangin , Carmen Galián Barrueco , Frédéric Huguet et al.

Enseigner, étudier dans le supérieur : pratiques pédagogiques et finalités éducatives, pp.497-502, 2008

Chapitre d'ouvrage hal-03811209v1
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Semantic Description of Services and Service Factories for Ambient Intelligence

Rémi Emonet

Software Engineering [cs.SE]. Institut National Polytechnique de Grenoble - INPG, 2009. English. ⟨NNT : ⟩

Thèse tel-00450479v1
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Avancées en apprentissage statistique pour la détection d’anomalies et le transfert

Rémi Emonet

Intelligence artificielle [cs.AI]. Université Jean Monnet (Saint-Etienne), 2024

HDR tel-05015636v1