Rémi Emonet

Publications

Article dans une revue (22)

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 Emonetet al. Journal of the European Optical Society : Rapid publications, 2025, 21 (2), pp.36. ⟨10.1051/jeos/2025025⟩ Article dans une revue hal-05204435v1
Visualization and quantification of coral reef soundscapes using CoralSoundExplorer software Lana Minier,Jérémy Rouch,Bamdad Sabbagh,Frédéric Bertucci,Eric Parmentieret al. PLoS Computational Biology, 2025, 21 (4), pp.e1012050. ⟨10.1371/journal.pcbi.1012050⟩ Article dans une revue hal-05034375v1
Premature baby cries remain different from those of full-term babies Guillem Bonafos,Flavie Vial,Clément Cornec,Léo Papet,Lény Legoet 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 Parmentieret al. PLoS Computational Biology, 2025, 21 (4), pp.e1012050. ⟨10.1371/journal.pcbi.1012050⟩ Article dans une revue hal-05411525v1
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
End-to-end learned early classification of time series for in-season crop type mapping Marc Rußwurm,Nicolas Courty,Rémi Emonet,Sébastien Lefèvre,Devis Tuiaet 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
Learning Complexity to Guide Light-Induced Self-Organized Nanopatterns Eduardo Brandao,Anthony Nakhoul,Stefan Duffner,Rémi Emonet,Florence Garrelieet al. Physical Review Letters, 2023, 130, pp.226201. ⟨10.1103/physrevlett.130.226201⟩ Article dans une revue ujm-04157829v1
Learning PDE to Model Self-Organization of Matter Eduardo Brandao,Jean-Philippe Colombier,Stefan Duffner,Rémi Emonet,Florence Garrelieet al. Entropy, 2022, 24 (8), ⟨10.3390/e24081096⟩ Article dans une revue ujm-03823722v1
Trading contact tracing efficiency for finding patient zero Marcin Waniek,Petter Holme,Katayoun Farrahi,Rémi Emonet,Manuel Cebrianet al. Scientific Reports, 2022, 12 (1), pp.22582. ⟨10.1038/s41598-022-26892-7⟩ Article dans une revue hal-04884841v1
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
A Nearest Neighbor Algorithm for Imbalanced Classification Rémi Viola,Rémi Emonet,Amaury Habrard,Guillaume Metzler,Sébastien Riouet al. International Journal on Artificial Intelligence Tools, 2021, 30 (03), pp.2150013. ⟨10.1142/S0218213021500135⟩ Article dans une revue hal-04646114v2
Sampled Gromov Wasserstein Tanguy Kerdoncuff,Rémi Emonet,Marc Sebban Machine Learning, 2021, ⟨10.1007/s10994-021-06035-1⟩ Article dans une revue hal-03232509v2
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
Ten simple rules for collaborative lesson development Gabriel Devenyi,Rémi Emonet,Rayna Harris,Kate Hertweck,Damien Irvinget al. PLoS Computational Biology, 2018, 14 (3), ⟨10.1371/journal.pcbi.1005963⟩ Article dans une revue hal-01864456v1
Multi-task, Multi-domain Learning: application to semantic segmentation and pose regression Damien Fourure,Rémi Emonet,Elisa Fromont,Damien Muselet,Natalia Neverovaet al. Neurocomputing, 2017, 251, pp.68-80. ⟨10.1016/j.neucom.2017.04.014⟩ Article dans une revue hal-01507132v2
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
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
Clustering Flood Events from Water Quality Time-Series using Latent Dirichlet Allocation Model Alice Aubert,Romain Tavenard,Rémi Emonet,Alban de Lavenne,Simon Malinowskiet 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

Communication dans un congrès (71)

Equivariant Unsupervised Object Detection with Learnable Riesz Transform and Composite Spatial Transformers Sayan Kumar Chaki,Thierry Fournel,Remi Emonet 2026 IEEE/CVF Conference on Computer Vision and Pattern Recognition, IEEE Computer Society; The Computer Vision Foundation, Jun 2026, Denver, CO, United States Communication dans un congrès hal-05566734v1
Learning dynamics in ultrafast laser self-organization Fayad Ali Banna,Eduardo Brandão,Anthony Nakhoul,Rémi Emonet,Marc Sebbanet al. Progress in Ultrafast Laser Modifications of Materials, Jun 2025, Villars-sur-Ollon, France Communication dans un congrès ujm-05214760v1
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
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
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
Speech transformer models for extracting information from baby cries Guillem Bonafos,Jérémy Rouch,Lény Lego,David Reby,Hugues Paturalet 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
Decoding Ornaments: The Case of Marc-Michel Rey’s Database Sayan Kumar Chaki,Fabienne Vial-Bonacci,Thomas Gautrais,Vincent Ventresque,Amaury Habrardet al. Workshop on Methods for Micro- and Mesotypography, Johannes Gutenberg-Universität Mainz, Sep 2025, Wolfenbüttel, Germany Communication dans un congrès hal-05562838v1
A Bregman Proximal Viewpoint on Neural Operators Abdel-Rahim Mezidi,Jordan Patracone,Saverio Salzo,Amaury Habrard,Massimiliano Pontilet al. International Conference on Machine Learning, Jul 2025, Vancouver, Canada Communication dans un congrès hal-04584456v3
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
Historical benchmark Dataset for multiple computer vision tasks: Discuss limitations of different Machine Learning techniques Sayan Kumar Chaki,Fabienne Vial-Bonacci,Thomas Gautrais,Vincent Ventresque,Amaury Habrardet al. 2024 Intermediality and Computational Humanities Hackathon, University of Vienna, Nov 2024, Vienna, Austria Communication dans un congrès hal-05562771v1
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
Historical Printed Ornaments: Dataset and Tasks Sayan Kumar Chaki,Zeynep Sonat Baltaci,Elliot Vincent,Rémi Emonet,Fabienne Vial-Bonacciet 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
Deciphering the complexity behind laser-induced selforganized nanopatterns Jean-Philippe Colombier,Eduardo Brandao,Anthony Nakhoul,Fayad Ali Banna,Rémi Emonetet al. 17th International Conference on Laser Ablation (COLA 2024), Sep 2024, Hersonissos, Greece Communication dans un congrès ujm-04881596v1
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
Length Independent PAC-Bayes Bounds for Simple RNNs Volodimir Mitarchuk,Clara Lacroce,Rémi Eyraud,Rémi Emonet,Amaury Habrardet al. AISTATS 2024 - 27th International Conference on Artificial Intelligence and Statistics, May 2024, Valence, Spain Communication dans un congrès hal-04488664v1
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
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
Vignettes discovery in historical ornaments: Rey database and practices, limits and advances Sayan Kumar Chaki,Remi Emonet,Fabienne Vial-Bonacci,Amaury Habrard,Christelle Bahier-Porteet al. Workshop "Computing the Page in Early-Modern Europe", Visual Geometry Group, Mar 2024, Oxford, United Kingdom Communication dans un congrès hal-05562685v1
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
Is My Neural Net Driven by the MDL Principle? Eduardo Brandao,Stefan Duffner,Rémi Emonet,Amaury Habrard,François Jacquenetet 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 Habrardet al. CAp 2022, Jul 2022, Vannes, France Communication dans un congrès hal-03703804v1
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
Stochasticity versus determinism in LIPSS formation Jean-Philippe Colombier,Eduardo Brandao,Anthony Nakhoul,Rémi Emonet,Florence Garrelieet al. 10th International Workshop LIPSS, Sep 2022, Orléans, France Communication dans un congrès ujm-03823762v1
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
Intérêt des bornes désintégrées pour la généralisation avec des mesures de complexité Paul Viallard,Rémi Emonet,Pascal Germain,Amaury Habrard,Emilie Morvantet 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
Learning Stochastic Majority Votes by Minimizing a PAC-Bayes Generalization Bound Valentina Zantedeschi,Paul Viallard,Emilie Morvant,Rémi Emonet,Amaury Habrardet al. NeurIPS, 2021, Online, France. ⟨10.5555/3540261.3540296⟩ Communication dans un congrès hal-03278470v1
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
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
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
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
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
From Cost-Sensitive Classification to Tight F-measure Bounds Kevin Bascol,Rémi Emonet,Elisa Fromont,Amaury Habrard,Guillaume Metzleret 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
An Adjusted Nearest Neighbor Algorithm Maximizing the F-Measure from Imbalanced Data Rémi Viola,Rémi Emonet,Amaury Habrard,Guillaume Metzler,Sébastien Riouet 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
Classification de séries temporelles basée sur des &quot;shapelets&quot; interprétables par réseaux de neurones antagonistes Yichang Wang,Rémi Emonet,Elisa Fromont,Simon Malinowski,Etienne Menageret al. CAp 2019 - Conférence sur l'Apprentissage automatique, Jul 2019, Toulouse, France. pp.1-2 Communication dans un congrès hal-02268004v1
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
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
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 Riouet al. Conférence sur l'Apprentissage automatique (CAp 2019), Jul 2019, Toulouse, France Communication dans un congrès hal-02868516v1
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
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
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
Un algorithme de pondération de la F-Mesure par pondération des erreurs de classfication. Kevin Bascol,Rémi Emonet,Elisa Fromont,Amaury Habrard,Guillaume Metzleret al. Conférence pour l'Apprentissage Automatique, Jun 2018, Saint-Etienne du Rouvray, France Communication dans un congrès hal-01803183v1
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
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
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
Residual Conv-Deconv Grid Network for Semantic Segmentation Damien Fourure,Rémi Emonet,Elisa Fromont,Damien Muselet,Alain Tremeauet 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
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
Semantic Segmentation via Multi-task, Multi-domain Learning Damien Fourure,Rémi Emonet,Elisa Fromont,Damien Muselet,Alain Trémeauet 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
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
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
Mixed Pooling Neural Networks for Color Constancy Damien Fourure,Rémi Emonet,Elisa Fromont,Damien Muselet,Alain Trémeauet al. IEEE International Conference on Image Processing, Sep 2016, Phoenix, United States Communication dans un congrès hal-01314066v1
Segmentation de scènes extérieures à partir d'ensembles d'étiquettes à granularité et sémantique variables Damien Fourure,Rémi Emonet,Elisa Fromont,Damien Muselet,Alain Tremeauet al. RFIA 2016, Jun 2016, Clermont Ferrand, France Communication dans un congrès hal-01318461v1
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
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
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
Automated Bobbing and Phase Analysis to Measure Walking Entrainment to Music Adolfo López-Méndez,Carina E.I. Westling,Rémi Emonet,Matt Easteal,Lisa Laviaet 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
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
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
OMiSCID 2.0, un intergiciel gratuit pour la construction d'applications distribuées Rémi Barraquand,Dominique Vaufreydaz,Rémi Emonet,Amaury Nègre,Jean-Pascal Mercieret al. MajecStic, Oct 2010, Bordeaux, France Communication dans un congrès hal-00632913v1
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
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
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
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
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
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

Poster de conférence (2)

Hybrid Physics-inspired Machine Learning for CO₂ Capture Process Modeling Mickaël Gault,Pierre Bachaud,Benoit Celse,Adrien Spagnol,Rémi Emonetet al. PIML DAY : Methodological and theoretical advances in Physics-Informed Machine Learning, Apr 2026, Palaiseau, France. 2026 Poster de conférence hal-05591265v1
Predicting laser energy absorption on nanostructured surfaces with deep learning Fayad Ali Banna,Anton Rudenko,Rémi Emonet,Marc Sebban,Jean-Philippe Colombier Machine Learning in Photonics, Apr 2024, Strasbourg, France. SPIE, pp.74, ⟨10.1117/12.3022317⟩ Poster de conférence hal-04888157v1

Chapitre d'ouvrage (2)

Unsupervised Domain Adaptation Based on Subspace Alignment Basura Fernando,Rahaf Aljundi,Rémi Emonet,Amaury Habrard,Marc Sebbanet 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
Osons le constructivisme : Atelier de formation aux &quot;débats scientifiques Marie-Caroline Croset,Rémi Emonet,Emmanuel Frangin,Carmen Galián Barrueco,Frédéric Huguetet al. Enseigner, étudier dans le supérieur : pratiques pédagogiques et finalités éducatives, pp.497-502, 2008 Chapitre d'ouvrage hal-03811209v1

Pré-publication, Document de travail (4)

Photonic Self-Learning in Ultrafast Laser-Induced Complexity Fayad Ali Banna,Eduardo Brandão,Anthony Nakhoul,Rémi Emonet,Marc Sebbanet al. 2025 Pré-publication, Document de travail hal-05012225v1
Unrolled-SINDy: A Stable Explicit Method for Non linear PDE Discovery from Sparsely Sampled Data Fayad Ali Banna,Antoine Caradot,Eduardo Brandão,Jean-Philippe Colombier,Rémi Emonetet al. 2025 Pré-publication, Document de travail hal-05324777v1
Vignette detection and reconstruction of composed ornaments with a strengthened autoencoder Mohammad Sadil Khan,Rémi Emonet,Thierry Fournel 2021 Pré-publication, Document de travail hal-03409930v1
End-to-end Learning for Early Classification of Time Series Marc Russwurm,Sébastien Lefèvre,Nicolas Courty,Rémi Emonet,Marco Körneret al. 2019 Pré-publication, Document de travail hal-02174314v1

Rapport (1)

Improving Max-Sum through Decimation to Solve Loopy Distributed Constraint Optimization Problems Jesús Cerquides,Rémi Emonet,Gauthier Picard,Juan A. Rodríguez-Aguilar [Research Report] Ecole des Mines de Saint Etienne (EMSE). 2017 Rapport (rapport de recherche) hal-01534066v1

Thèse (1)

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

HDR (1)

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