Rémi Emonet's publications &nbsp;&nbsp;&nbsp; (pdf version)

[bibtex] (click to show)

@article{kerdoncuff2021sampled,
  title={Sampled Gromov Wasserstein},
  author={Kerdoncuff, Tanguy and Emonet, R{\'e}mi and Sebban, Marc},
  journal={Machine Learning},
  volume={110},
  number={8},
  pages={2151--2186},
  year={2021},
  publisher={Springer}
}

pub86

A Nearest Neighbor Algorithm for Imbalanced Classification

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

2021

- IJAIT (International Journal on Artificial Intelligence Tools)

[bibtex] (click to show)

@article{viola2021nearest,
    title={A Nearest Neighbor Algorithm for Imbalanced Classification},
    author={Viola, R{\'e}mi and Emonet, R{\'e}mi and Habrard, Amaury and Metzler, Guillaume and Riou, S{\'e}bastien and Sebban, Marc},
    journal={International Journal on Artificial Intelligence Tools},
    volume={30},
    number={03},
    pages={2150013},
    year={2021},
    publisher={World Scientific}
}

pub85

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

Valentina Zantedeschi, Paul Viallard, Emilie Morvant, Rémi Emonet, Amaury Habrard, Pascal Germain, Benjamin Guedj

2021

- NeurIPS (Advances in Neural Information Processing Systems)

Andrei Rusu, Rémi Emonet, Katayoun Farrahi

[bibtex] (click to show)

@article{zantedeschi2021learning,
    title={Learning Stochastic Majority Votes by Minimizing a PAC-Bayes Generalization Bound},
    author={Zantedeschi, Valentina and Viallard, Paul and Morvant, Emilie and Emonet, R{\'e}mi and Habrard, Amaury and Germain, Pascal and Guedj, Benjamin},
    journal={Advances in Neural Information Processing Systems},
    volume={34},
    year={2021}
}

pub84

Modelling digital and manual contact tracing for COVID-19. Are low uptakes and missed contacts deal-breakers?

2021

- PLOS ONE

Jesús Cerquides, Juan Antonio, Rémi Emonet, Gauthier Picard

[bibtex] (click to show)

@article{rusu2021modelling,
    title={Modelling digital and manual contact tracing for COVID-19. Are low uptakes and missed contacts deal-breakers?},
    author={Rusu, Andrei C and Emonet, R{\'e}mi and Farrahi, Katayoun},
    journal={PloS one},
    volume={16},
    number={11},
    pages={e0259969},
    year={2021},
    publisher={Public Library of Science San Francisco, CA USA}
}

pub83

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

2021

- Logic Journal of the IGPL

Tanguy Kerdoncuff, Rémi Emonet, Marc Sebban

[bibtex] (click to show)

@article{cerquides2021solving,
    title={Solving highly cyclic distributed optimization problems without busting the bank: a decimation-based approach},
    author={Cerquides, Jes{\'u}s and Rodr{\'\i}guez-Aguilar, Juan Antonio and Emonet, R{\'e}mi and Picard, Gauthier},
    journal={Logic Journal of the IGPL},
    volume={29},
    number={1},
    pages={72--95},
    year={2021},
    publisher={Oxford University Press}
}

pub82

Metric Learning in Optimal Transport for Domain Adaptation

2021

- IJCAI (International Joint Conference on Artificial Intelligence)

[bibtex] (click to show)

@inproceedings{kerdoncuff:ujm-02611800,
  TITLE = {{Metric Learning in Optimal Transport for Domain Adaptation}},
  AUTHOR = {Kerdoncuff, Tanguy and Emonet, R{\'e}mi and Sebban, Marc},
  URL = {https://hal-ujm.archives-ouvertes.fr/ujm-02611800},
  BOOKTITLE = {{International Joint Conference on Artificial Intelligence}},
  ADDRESS = {Kyoto, Japan},
  YEAR = {2021},
  MONTH = Jan,
  PDF = {https://hal-ujm.archives-ouvertes.fr/ujm-02611800/file/Metric%20Learning%20in%20Optimal%20Transport%20for%20Domain%20Adaptation.pdf},
}

pub079

Year 2020

Adversarial regularization for explainable-by-design time series classification

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

2020

- ICTAI (International Conference on Tools with Artificial Intelligence)

[bibtex] (click to show)

@inproceedings{wang2020adversarial,
  title={Adversarial regularization for explainable-by-design time series classification},
  author={Wang, Yichang and Emonet, R{\'e}mi and Fromont, Elisa and Malinowski, Simon and Tavenard, Romain},
  booktitle={2020 IEEE 32nd International Conference on Tools with Artificial Intelligence (ICTAI)},
  pages={1079--1087},
  year={2020},
  organization={IEEE}
}

pub081

A Swiss Army Knife for Minimax Optimal Transport

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

2020

- ICML (International Conference on Machine Learning)

[bibtex] (click to show)

@inproceedings{dhouib:hal-02900712,
  TITLE = {{A Swiss Army Knife for Minimax Optimal Transport}},
  AUTHOR = {Dhouib, Sofien and Redko, Ievgen and Kerdoncuff, Tanguy and Emonet, R{\'e}mi and Sebban, Marc},
  URL = {https://hal.archives-ouvertes.fr/hal-02900712},
  BOOKTITLE = {{Thirty-seventh International Conference on Machine Learning}},
  ADDRESS = {Vienne, Austria},
  YEAR = {2020},
  MONTH = Jul,
  PDF = {https://hal.archives-ouvertes.fr/hal-02900712/file/4328-Paper.pdf},
  HAL_ID = {hal-02900712},
  HAL_VERSION = {v1},
}

pub080

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

2020

- IJCAI (International Joint Conference on Artificial Intelligence)

[bibtex] (click to show)

@inproceedings{viola:hal-02611586,
  TITLE = {{Learning from Few Positives: a Provably Accurate Metric Learning Algorithm to deal with Imbalanced Data}},
  AUTHOR = {Viola, R{\'e}mi and Emonet, R{\'e}mi and Habrard, Amaury and Metzler, Guillaume and Sebban, Marc},
  URL = {https://hal.archives-ouvertes.fr/hal-02611586},
  BOOKTITLE = {{IJCAI-PRICAI2020, the 29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence}},
  ADDRESS = {Yokohama, Japan},
  YEAR = {2020},
  MONTH = Jul,
  KEYWORDS = {Metric Learning ; Generalization Guarantees ; F-measure ; Imbalanced Classification},
  PDF = {https://hal.archives-ouvertes.fr/hal-02611586/file/MLFP.pdf},
}

pub078

Mean oriented Riesz features for micro expression classification

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

2020

- PRL (Pattern Recognition Letters)

[bibtex] (click to show)

@article{DBLP:journals/prl/DuqueAEKL20,
  author    = {Carlos Arango Duque and
               Olivier Alata and
               R{\'{e}}mi Emonet and
               Hubert Konik and
               Anne{-}Claire Legrand},
  title     = {Mean oriented Riesz features for micro expression classification},
  journal   = {Pattern Recognit. Lett.},
  volume    = {135},
  pages     = {382--389},
  year      = {2020},
  url       = {https://doi.org/10.1016/j.patrec.2020.05.008},
  doi       = {10.1016/j.patrec.2020.05.008},
  timestamp = {Wed, 15 Jul 2020 12:06:21 +0200},
  biburl    = {https://dblp.org/rec/journals/prl/DuqueAEKL20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

pub077

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

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

2020

- CAp (Conférence sur l'Apprentissage Automatique)

[bibtex] (click to show)

@inproceedings{viola:hal-02868502,
  TITLE = {{MLFP: Un algorithme d'apprentissage de m{\'e}trique pour la classification de donn{\'e}es d{\'e}s{\'e}quilibr{\'e}es}},
  AUTHOR = {Viola, R{\'e}mi and Emonet, R{\'e}mi and Habrard, Amaury and Metzler, Guillaume and Sebban, Marc},
  URL = {https://hal.archives-ouvertes.fr/hal-02868502},
  BOOKTITLE = {{Conf{\'e}rence sur l'Apprentissage automatique (CAp 2020)}},
  ADDRESS = {Vannes, France},
  YEAR = {2020},
  MONTH = Jun,
  KEYWORDS = {Imbalanced Binary Classification ; Metric Learning ; Nearest-Neighbors ; Theoretical Guarantees},
}

pub076

Year 2019

Classification de séries temporelles basée sur des" shapelets" interprétables par réseaux de neurones antagonistes

Yichang Wang, Rémi Emonet, Élisa Fromont, Simon Malinowski, Etienne Menager, Loïc Mosser, Romain Tavenard

2019

- CAp (Conférence sur l'Apprentissage Automatique)

[bibtex] (click to show)

@inproceedings{wang:hal-02268004,
  TITLE = {{Classification de s{\'e}ries temporelles bas{\'e}e sur des ''shapelets'' interpr{\'e}tables par r{\'e}seaux de neurones antagonistes}},
  AUTHOR = {Wang, Yichang and Emonet, R{\'e}mi and Fromont, Elisa and Malinowski, Simon and Menager, Etienne and Mosser, Lo{\"i}c and Tavenard, Romain},
  URL = {https://hal.archives-ouvertes.fr/hal-02268004},
  BOOKTITLE = {{CAp 2019 - Conf{\'e}rence sur l'Apprentissage automatique}},
  ADDRESS = {Toulouse, France},
  PAGES = {1-2},
  YEAR = {2019},
  MONTH = Jul,
  PDF = {https://hal.archives-ouvertes.fr/hal-02268004/file/mini_cap_fr.pdf},
}

pub075

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, Stéphane Riou, Marc Sebban

2019

- CAp (Conférence sur l'Apprentissage Automatique)

Jesús Cerquides, Rémi Emonet, Gauthier Picard, Juan Antonio

[bibtex] (click to show)

@inproceedings{viola:hal-02868516,
  TITLE = {{Une version corrig{\'e}e de l'algorithme des plus proches voisins pour l'optimisation de la F-mesure dans un contexte d{\'e}s{\'e}quilibr{\'e}}},
  AUTHOR = {Viola, R{\'e}mi and Emonet, R{\'e}mi and Habard, Amaury and Metzler, Guillaume and Riou, S{\'e}bastien and Sebban, Marc},
  URL = {https://hal.archives-ouvertes.fr/hal-02868516},
  BOOKTITLE = {{Conf{\'e}rence sur l'Apprentissage automatique (CAp 2019)}},
  ADDRESS = {Toulouse, France},
  YEAR = {2019},
  MONTH = Jul,
  KEYWORDS = {Plus proches voisins ; F-mesure ; Apprentissage dans un contexte d{\'e}s{\'e}quilibr{\'e}},
  PDF = {https://hal.archives-ouvertes.fr/hal-02868516/file/cap2019.pdf},
}

pub074

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

2019

- Logic Journal of the IGPL

[bibtex] (click to show)

@article{cerquides2019,
author = {Cerquides, Jesús and Emonet, Rémi and Picard, Gauthier and Rodríguez-Aguilar, Juan},
year = {2019},
month = {01},
pages = {},
title = {Solving highly cyclic distributed optimization problems without busting the bank: a decimation-based approach}
}

pub073

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

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

2019

- NeurIPS 2019 Workshop on Machine Learning with Guarantees

[bibtex] (click to show)

@inproceedings{viallard2019interpreting,
  title={Interpreting Neural Networks as Majority Votes through the PAC-Bayesian Theory},
  author={Viallard, Paul and Emonet, R{\'e}mi and Germain, Pascal and Habrard, Amaury and Morvant, Emilie},
  booktitle = {NeurIPS 2019 Workshop on Machine Learning with Guarantees},
  year={2019}
}

pub072

An Adjusted Nearest Neighbor Algorithm Maximizing the F-measure from Imbalanced Data

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

2019

- ICTAI (International Conference on Tools with Artificial Intelligence)

Romain Ravaille, Olivier Alata, Rémi Emonet

[bibtex] (click to show)

@inproceedings{metzler2019gnn,
  title={An Adjusted Nearest Neighbor Algorithm Maximizing the F-measure from Imbalanced Data},
  author={ and Emonet, R{\'e}mi and Fromont, Elisa},
  booktitle={IEEE International Conference on Image Processing},
  year={2019}
}

pub071

Extraction d'un Noyau Non Stationnaire de Processus Gaussien à l'aide des Ondelettes

2019

- Colloque Gretsi

[bibtex] (click to show)

@inproceedings{ravaille2019extraction,
  title={Extraction d'un noyau non stationnaire de processus gaussien {\`a} l'aide des ondelettes},
  author={Ravaille, Romain and Alata, Olivier and Emonet, R{\'e}mi},
  year={2019}
}

pub070

Learning Interpretable Shapelets for Time Series Classification through Adversarial Regularization

Yichang Wang, Rémi Emonet, Élisa Fromont, Simon Malinowski, Etienne Menager, Loïc Mosser, Romain Tavenard

2019

- http://arxiv.org/abs/1906.00917

[bibtex] (click to show)

@article{wang2019learning,
  title={Learning interpretable shapelets for time series classification through adversarial regularization},
  author={Wang, Yichang and Emonet, R{\'e}mi and Fromont, Elisa and Malinowski, Simon and Menager, Etienne and Mosser, Lo{\"\i}c and Tavenard, Romain},
  journal={arXiv preprint arXiv:1906.00917},
  year={2019}
}

pub069

Classification de séries temporelles basée sur des" shapelets" interprétables par réseaux de neurones antagonistes

Yichang Wang, Rémi Emonet, Élisa Fromont, Simon Malinowski, Etienne Menager, Loïc Mosser, Romain Tavenard

2019

- CAp (Conférence sur l'Apprentissage Automatique)

[bibtex] (click to show)

@inproceedings{wang2019classification,
  title={Classification de s{\'e}ries temporelles bas{\'e}e sur des "shapelets" interpr{\'e}tables par r{\'e}seaux de neurones antagonistes},
  author={Wang, Yichang and Emonet, R{\'e}mi and Fromont, Elisa and Malinowski, Simon and Menager, Etienne and Mosser, Loïc and Tavenard, Romain},
  booktitle={CAp 2019},
  year={2019}
}

pub068

End-to-end learning for early classification of time series

Marc Rußwurm, Sébastien Lefevre, Nicolas Courty, Rémi Emonet, Marco Körner, Romain Tavenard

2019

- http://arxiv.org/abs/1901.10681

Kevin Bascol, Rémi Emonet, Élisa Fromont

[bibtex] (click to show)

@article{russwurm2019end,
  title={End-to-end learning for early classification of time series},
  author={Ru{\ss}wurm, Marc and Lef{\`e}vre, S{\'e}bastien and Courty, Nicolas and Emonet, R{\'e}mi and K{\"o}rner, Marco and Tavenard, Romain},
  journal={arXiv preprint arXiv:1901.10681},
  year={2019}
}

pub067

Improving Domain Adaptation By Source Selection

2019

- ICIP (International Conference on Image Processing)

publi-2019-aistats.html [gs]

[bibtex] (click to show)

@inproceedings{bascol2019sourcesel,
  title={Improving Domain Adaptation By Source Selection},
  author={Bascol, Kevin and Emonet, R{\'e}mi and Fromont, Elisa},
  booktitle={IEEE International Conference on Image Processing},
  year={2019}
}

pub066

From Cost-Sensitive to Tight F-measure Bounds

Kevin Bascol, Rémi Emonet, Élisa Fromont, Amaury Habrard, Guillaume Metzler, Marc Sebban

2019

- AISTATS (International Conference on Artificial Intelligence and Statistics)

[bibtex] (click to show)

@inproceedings{bascolmetzlerfmeasure,
  title={From Cost-Sensitive to Tight F-measure Bounds},
  author={Bascol, Kevin and Emonet, Rémi and Fromont, Elisa and Habrard, Amaury and Metzler, Guillaume and Sebban, Marc},
  booktitle={AISTATS 2019},
  year={2019},
  comment={CONE},
}

pub063

Year 2018

Validation in Healthy Subjects of a Clinical Protocol for the Evaluation of Facial Micro-Expressions in Severely Brain Injured Patients Awakening from Coma

Alexandre Bertholon, Carlos Arango, Olivier Alata, Rémi Emonet, Anne-Claire Legrand, Hubert Konik, Pascal Giraux

2018

- Annals of Physical and Rehabilitation Medicine

Tanguy Kerdoncuff, Rémi Emonet

[bibtex] (click to show)

@article{bertholon2018,
author = {Bertholon, Alexandre and Duque, Carlos and Alata, Olivier and Emonet, R and Legrand, Anneclaire and Konik, H and Giraux, Pascal},
year = {2018},
month = {07},
pages = {e426},
title = {Validation in healthy subjects of a clinical protocol for the evaluation of facial micro-expressions in severely brain injured patients awakening from coma},
volume = {61},
journal = {Annals of Physical and Rehabilitation Medicine},
doi = {10.1016/j.rehab.2018.05.994}
}

pub065

IoU is not submodular

2018

- http://arxiv.org/abs/1809.00593

Jesús Cerquides, Rémi Emonet, Gauthier Picard, Juan Antonio

[bibtex] (click to show)

@article{kerdoncuff2018iou,
  title={IoU is not submodular},
  author={Kerdoncuff, Tanguy and Emonet, R{\'e}mi},
  journal={arXiv preprint arXiv:1809.00593},
  year={2018}
}

pub064

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

2018

- OptMAS@AAMAS 2018 (International Workshop on Optimisation in Multi-Agent Systems)

[bibtex] (click to show)

@inproceedings{optmas18decimation,
  author = {Cerquides, J. and Emonet, R. and Picard, G. and Rodr\'{\i}guez-Aguilar, J.A.},
  booktitle = {International Workshop on Optimisation in Multi-Agent Systems (OptMAS@AAMAS 2018)},
  entrysubtype = {internationalworkshop},
  title = {Improving Max-Sum through Decimation to Solve Loopy Distributed Constraint Optimization Problems},
  year = {2018}
}

pub061

CONE : Un algorithme d’optimisation de la F-Mesure par pondération des erreurs de classification

Kevin Bascol, Rémi Emonet, Élisa Fromont, Amaury Habrard, Guillaume Metzler, Marc Sebban

2018

- CAp (Conférence sur l'Apprentissage Automatique)

[bibtex] (click to show)

@inproceedings{bascol2018conefr,
  title={CONE : Un algorithme d’optimisation de la F-Mesure par pondération des erreurs de classification},
  author={Bascol, Kevin and Emonet, Rémi and Fromont, Elisa and Habrard, Amaury and Metzler, Guillaume and Sebban, Marc},
  booktitle={CAp 2018},
  year={2018}
}

pub060

Fast and Provably Effective Multi-view Classification with Landmark-based SVM

https://github.com/vzantedeschi/multiviewLSVM [gs]

2018

- ECML-PKDD

[bibtex] (click to show)

@inproceedings{zantedeschi2018metric,
  title={ Fast and Provably Effective Multi-view Classification with Landmark-based SVM },
  author={Zantedeschi, Valentina and Emonet, R{\'e}mi and Sebban, Marc},
  booktitle={ECML-PKDD 2018},
  year={2018}
}

pub059

Ten simple rules for collaborative lesson development

Gabriel Devenyi, Rémi Emonet, Rayna Harris, Kate Hertweck, Damien Irving, Ian Milligan, Greg Wilson

2018

- PLOS Computational Biology

https://github.com/swcarpentry/collaborative-lesson-development [gs]

[bibtex] (click to show)

@article{devenyi2018ten,
  title={Ten simple rules for collaborative lesson development},
  author={Devenyi, Gabriel A and Emonet, R{\'e}mi and Harris, Rayna M and Hertweck, Kate L and Irving, Damien and Milligan, Ian and Wilson, Greg},
  journal = {PLoS Computational Biology},
  year={2018},
  publisher={Public Library of Science}
}

pub058

Micro-Expression Spotting using the Riesz Pyramid

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

2018

- WACV

[bibtex] (click to show)

@inproceedings{duque2018micro,
  title={Micro-Expression Spotting using the Riesz Pyramid},
  author={Duque, Carlos and Alata, Olivier and Emonet, Rémi and Legrand, Anne-Claire and Konik, Hubert},
  booktitle={WACV 2018},
  year={2018}
}

pub057

Subtle Motion Analysis and Spotting using the Riesz Pyramid

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

2018

- VISIGRAPP

[bibtex] (click to show)

@inproceedings{arango2018subtle,
  title={Subtle Motion Analysis and Spotting using the Riesz Pyramid},
  author={Arango, Carlos and Alata, Olivier and Emonet, R{\'e}mi and Legrand, Anne-Claire and Konik, Hubert},
  booktitle={VISIGRAPP 2018},
  year={2018}
}

pub056

Year 2017

Unsupervised Domain Adaptation Based on Subspace Alignment

Basura Fernando, Rahaf Aljundi, Rémi Emonet, Amaury Habrard, Marc Sebban, Tinne Tuytelaars

2017

- Domain Adaptation in Computer Vision Applications

Kevin Bascol, Rémi Emonet, Élisa Fromont, Raluca Debusschere

[bibtex] (click to show)

@incollection{fernando2017unsupervised,
  title={Unsupervised Domain Adaptation Based on Subspace Alignment},
  author={Fernando, Basura and Aljundi, Rahaf and Emonet, R{\'e}mi and Habrard, Amaury and Sebban, Marc and Tuytelaars, Tinne},
  booktitle={Domain Adaptation in Computer Vision Applications},
  pages={81--94},
  year={2017},
  publisher={Springer}
}
@book{csurka2017domain,
  title={Domain Adaptation in Computer Vision Applications},
  author={Csurka, Gabriela},
  year={2017},
  publisher={Springer},
  ISBN={978-3-319-58346-4},
  DOI={10.1007/978-3-319-58347-1},
  URL={http://www.springer.com/gp/book/9783319583464}
}

pub055

Improving Chairlift Security with Deep Learning

2017

- IDA (Intelligent Data Analysis)

https://github.com/Fourure/GridNet [gs]

[bibtex] (click to show)

@inproceedings{bascol2017improving,
  title={Improving Chairlift Security with Deep Learning},
  author={Bascol, Kevin and Emonet, R{\'e}mi and Fromont, Elisa and Debusschere, Raluca},
  booktitle={International Symposium on Intelligent Data Analysis},
  pages={1--13},
  year={2017},
  organization={Springer}
}

pub054

Residual Conv-Deconv Grid Network for Semantic Segmentation

Damien Fourure, Rémi Emonet, Élisa Fromont, Damien Muselet, Alain Trémeau, Christian Wolf

2017

- BMVC (British Machine Vision Conference)

[bibtex] (click to show)

@inproceedings{fourure2017gridnet,
  title={Residual Conv-Deconv Grid Network for Semantic Segmentation},
  author={Fourure, Damien and Emonet, R{\'e}mi and Fromont, Elisa and Muselet, Damien and Tr{\'e}meau, Alain and Wolf, Christian},
  booktitle={Proceedings of the British Machine Vision Conference, 2017},
  year={2017}
}

pub053

Multi-task, Multi-domain Learning: application to semantic segmentation and pose regression

Damien Fourure, Rémi Emonet, Élisa Fromont, Damien Muselet, Natalia Neverova, Alain Trémeau, Christian Wolf

2017

- Neurocomputing

[bibtex] (click to show)

@article{fourure2017multi,
  title={Multi-task, Multi-domain Learning: application to semantic segmentation and pose regression},
  author={Fourure, Damien and Emonet, R{\'e}mi and Fromont, Elisa and Muselet, Damien and Neverova, Natalia and Tr{\'e}meau, Alain and Wolf, Christian},
  journal={Neurocomputing},
  volume={251},
  pages={68--80},
  year={2017},
  publisher={Elsevier}
}

pub052

L³-SVMs: Landmarks-based Linear Local Support Vectors Machines

http://vzantedeschi.com/l3svms.html [gs]

2017

- http://arxiv.org/abs/1703.00284

[bibtex] (click to show)

@article{DBLP:journals/corr/ZantedeschiES17,
  publtype={informal},
  author={Valentina Zantedeschi and Rémi Emonet and Marc Sebban},
  title={L3-SVMs: Landmarks-based Linear Local Support Vectors Machines},
  year={2017},
  cdate={1483228800000},
  journal={CoRR},
  volume={abs/1703.00284},
  url={http://arxiv.org/abs/1703.00284}
}

pub051

Year 2016

beta-risk: a New Surrogate Risk for Learning from Weakly Labeled Data

http://vzantedeschi.com/betarisk.html [gs]

2016

- NIPS (Neural Information Processing Systems)

[bibtex] (click to show)

@inproceedings{zantedeschi2016beta,
  title={beta-risk: a New Surrogate Risk for Learning from Weakly Labeled Data},
  author={Zantedeschi, Valentina and Emonet, R{\'e}mi and Sebban, Marc},
  booktitle={NIPS 2016},
  year={2016}
}

pub050

Unsupervised Interpretable Pattern Discovery in Time Series Using Autoencoders

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

2016

- SSPR (Structural and Syntactic Pattern Recognition)

[bibtex] (click to show)

@inproceedings{bascol2016unsupervised,
  title={Unsupervised Interpretable Pattern Discovery in Time Series Using Autoencoders},
  author={Bascol, Kevin and Emonet, R{\'e}mi and Fromont, Elisa and Odobez, Jean-Marc},
  booktitle={The joint IAPR International Workshops on Structural and Syntactic Pattern Recognition (SSPR 2016)},
  year={2016}
}

pub049

Semantic Segmentation via Multi-task, Multi-domain Learning

Damien Fourure, Rémi Emonet, Élisa Fromont, Damien Muselet, Tremeau Alain, Wolf Christian

2016

- SSPR (Structural and Syntactic Pattern Recognition)

[bibtex] (click to show)

@inproceedings{fourure2016semantic,
  title={Semantic Segmentation via Multi-task, Multi-domain Learning},
  author={Fourure, Damien and Emonet, R{\'e}mi and Fromont, Elisa and Muselet, Damien and Tr{\'e}meau, Alain and Wolf, Christian},
  booktitle={S+ SSPR 2016 The joint IAPR International Workshops on Structural and Syntactic Pattern Recognition (SSPR 2016) and Statistical Techniques in Pattern Recognition (SPR 2016)},
  year={2016}
}

pub048

Apprentissage de Combinaisons Convexes de Métriques Locales avec Garanties de Généralisation

2016

- CAp (Conférence sur l'Apprentissage Automatique)

[bibtex] (click to show)

@inproceedings{zantedeschi2016apprentissage,
  title={Apprentissage de Combinaisons Convexes de M{\'e}triques Locales avec Garanties de G{\'e}n{\'e}ralisation},
  author={Zantedeschi, Valentina and Emonet, R{\'e}mi and Sebban, Marc},
  booktitle={CAp2016},
  year={2016}
}

pub047

Metric Learning as Convex Combinations of Local Models with Generalization Guarantees

2016

- CVPR (IEEE conf. Computer Vision and Pattern Recognition)

[bibtex] (click to show)

@inproceedings{zantedeschi2016metric,
  title={Metric learning as convex combinations of local models with generalization guarantees},
  author={Zantedeschi, Valentina and Emonet, R{\'e}mi and Sebban, Marc},
  booktitle={CVPR2016},
  year={2016}
}

pub046

Mixed Pooling Neural Networks for Color Constancy

Damien Fourure, Rémi Emonet, Élisa Fromont, Damien Muselet, Tremeau Alain, Wolf Christian

2016

- ICIP (International Conference on Image Processing)

[bibtex] (click to show)

@inproceedings{fourure2016mixed,
  title={Mixed Pooling Neural Networks for Color Constancy},
  author={Fourure, D and Emonet, R{\'e}mi and Fromont, E and Muselet, D and Tr{\'e}meau, A and Wolf, Christian},
  booktitle={IEEE International Conference on Image Processing},
  year={2016}
}

pub044

Segmentation de Scènes Extérieures à Partir d'Ensembles d'Étiquettes à Granularité et Sémantique Variables

Damien Fourure, Rémi Emonet, Élisa Fromont, Damien Muselet, Tremeau Alain, Wolf Christian

2016

- RFIA (Reconnaissance des Formes et Intelligence Artificielle)

[bibtex] (click to show)

@inproceedings{fourure2016segmentation,
  title={Segmentation de sc{\`e}nes ext{\'e}rieures {\`a} partir d'ensembles d'{\'e}tiquettes {\`a} granularit{\'e} et s{\'e}mantique variables},
  author={Fourure, Damien and Emonet, R{\'e}mi and Fromont, Elisa and Muselet, Damien and Tremeau, Alain and Wolf, Christian},
  booktitle={RFIA 2016},
  year={2016}
}

pub043

Lipschitz Continuity of Mahalanobis Distances and Bilinear Forms

2016

- http://arxiv.org/abs/1604.01376

publi-2015-cvpr.html [gs]

[bibtex] (click to show)

@article{zantedeschi2016lipschitz,
  title={Lipschitz Continuity of Mahalanobis Distances and Bilinear Forms},
  author={Zantedeschi, Valentina and Emonet, R{\'e}mi and Sebban, Marc},
  journal={arXiv preprint arXiv:1604.01376},
  year={2016}
}

pub045

Year 2015

Landmarks-based Kernelized Subspace Alignment for Unsupervised Domain Adaptation

Rahaf Aljundi, Rémi Emonet, Damien Muselet, Marc Sebban

2015

- CVPR (IEEE conf. Computer Vision and Pattern Recognition)

[bibtex] (click to show)

@inproceedings{aljundi2015landmarks,
  title={Landmarks-based Kernelized Subspace Alignment for Unsupervised Domain Adaptation},
  author={Aljundi, Rahaf and Emonet, R{\'e}mi and Muselet, Damien and Sebban, Marc},
  booktitle={Computer Vision and Pattern Recognition},
  year={2015}
}

pub041

Predicting a Community's Flu Dynamics with Mobile Phone Data

Katayoun Farrahi, Rémi Emonet, Manuel Cebrian

2015

- CSCW (ACM Conference on Computer Supported Cooperative Work and Social Computing)

Katayoun Farrahi, Rémi Emonet

[bibtex] (click to show)

@inproceedings{farrahi2015predicting,
  title={Predicting a Community's Flu Dynamics with Mobile Phone Data},
  author={Farrahi, Katayoun and Emonet, R{\'e}mi and Cebrian, Manuel},
  booktitle={Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work and Social Computing},
  pages={1214--1221},
  year={2015},
  organization={ACM}
}

pub040

Year 2014

Smartphones for Improved Disease Spread Modelling

2014

- The Software Sustainability Institute − Blog

Invited blog post in collaboration with Katayoun Farrahi about our work on contact tracing.

http://www.software.ac.uk/blog/2014-10-03-smartphones-improved-disease-spread-modelling [gs]

pub039

Contextually Constrained Deep Networks for Scene Labeling

Taygun Kekeç, Rémi Emonet, Élisa Fromont, Alain Trémeau, Christian Wolf

2014

- BMVC (British Machine Vision Conference)

[bibtex] (click to show)

@inproceedings{kekec2014contextually,
  title={Contextually Constrained Deep Networks for Scene Labeling},
  author={Kekec, Taygun and Emonet, R{\'e}mi and Fromont, Elisa and Tr{\'e}meau, Alain and Wolf, Christian},
  booktitle={Proceedings of the British Machine Vision Conference, 2014},
  year={2014}
}

pub038

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

Taygun Kekeç, Rémi Emonet, Élisa Fromont, Alain Trémeau, Christian Wolf

2014

- CAp (Conférence d'Apprentissage)

[bibtex] (click to show)

@inproceedings{kekecc2014prise,
  title={Prise en Compte du Contexte pour Contraindre les R{\'e}seaux Profonds: Application {\`a} l'{\'E}tiquetage de Sc{\`e}nes},
  author={Keke{\c{c}}, Taygun and Emonet, R{\'e}mi and Fromont, Elisa and Tr{\'e}meau, Alain and Wolf, Christian},
  booktitle={Conf{\'e}rence d'Apprentissage, CAP 2014, Saint-Etienne},
  pages={to--appear},
  year={2014}
}

pub042

Automated Bobbing and Phase Analysis to Measure Walking Entrainment to Music

Adolfo López-Méndez, Carina Westling, Rémi Emonet, Matt Easteal, Lisa Lavia, Harry Witchel, Jean-Marc Odobez

2014

- ICIP (International Conference on Image Processing)

Katayoun Farrahi, Rémi Emonet, Manuel Cebrian

[bibtex] (click to show)

@INPROCEEDINGS{bobbing2014,
  author={L\'{o}pez-M\'{e}ndez, Adolfo and Westling, Carina and Emonet, R\'{e}mi and Easteal, Matt and Lavia, Lisa and Witchel, Harry and Odobez, Jean-Marc},
  title={Automated Bobbing and Phase Analysis to Measure Walking Entrainment to Music},
  booktitle={IEEE International Conference on Image Processing},
  year={2014}
}

pub037

Epidemic Contact Tracing via Communication Traces

2014

- PLOS ONE

https://github.com/twitwi/2014-epidemic-contact-tracing-communication-traces-plosone https://www.youtube.com/watch?v=L2mz--uOilQ [gs]

[bibtex] (click to show)

@article{10.1371/journal.pone.0095133,
    author = {Farrahi, Katayoun AND Emonet, Rémi AND Cebrian, Manuel},
    journal = {PLoS ONE},
    publisher = {Public Library of Science},
    title = {Epidemic Contact Tracing via Communication Traces},
    year = {2014},
    month = {05},
    volume = {9},
    url = {http://dx.doi.org/10.1371%2Fjournal.pone.0095133},
    pages = {e95133},
    number = {5},
    doi = {10.1371/journal.pone.0095133}
}

pub034

Temporal Analysis of Motif Mixtures using Dirichlet Processes

Rémi Emonet, Jagannadan Varadarajan, Jean-Marc Odobez

2014

- TPAMI (Transactions on Pattern Analysis and Machine Intelligence)

http://www.idiap.ch/resource/research/probamod-v1/[gs]

[bibtex] (click to show)

@ARTICLE{Emonet_PAMI_2014,
         author = {Emonet, Remi and Varadarajan, Jagannadan and Odobez, Jean-Marc},
          title = {Temporal Analysis of Motif Mixtures using Dirichlet Processes},
        journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
           year = {2014}
}

pub030

What to Show? - Automatic Stream Selection among Multiple Sensors

Rémi Emonet, Elisabeth Oberzaucher, Jean-Marc Odobez

2014

- VISAPP (International Conference on Computer Vision Theory and Applications)

Jagannadan Varadarajan, Rémi Emonet, Jean-Marc Odobez

[bibtex] (click to show)

@INPROCEEDINGS{Emonet_VISAPP_2014,
         author = {Emonet, Remi and Oberzaucher, E. and Odobez, Jean-Marc},
       projects = {Idiap, VANAHEIM},
          month = jan,
          title = {What to Show? Automatic Stream Selection Among Multiple Sensors},
      booktitle = {International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications},
           year = {2014},
            pdf = {http://publications.idiap.ch/downloads/papers/2013/Emonet_VISAPP_2014.pdf}
}

pub032

Sparsity in Topic Models

2014

- Practical Applications of Sparse Modeling: Biology, Signal Processing and Beyond

Thiyagarajan Chockalingam, Rémi Emonet, Jean-Marc Odobez

[bibtex] (click to show)

@INCOLLECTION {Varadarajan_MITPRESS_2012,
    title = {Sparsity in Topic Models},
   author = {Varadarajan, Jagannadan and Emonet, Remi and Odobez, Jean-Marc},
booktitle = {Practical Applications of Sparse Modeling (Neural Information Processing series)},
     year = {2014},
publisher = {MIT Press},
      pdf = {https://publidiap.idiap.ch/downloads//papers/2012/Varadarajan_MITPRESS_2012.pdf},
}
@book{9780262027724,
  Author = {},
  Title = {Practical Applications of Sparse Modeling (Neural Information Processing series)},
  Publisher = {The MIT Press},
  Year = {2014},
  ISBN = {0262027720},
  URL = {http://www.amazon.com/Practical-Applications-Modeling-Information-Processing/dp/0262027720%3FSubscriptionId%3D0JYN1NVW651KCA56C102%26tag%3Dtechkie-20%26linkCode%3Dxm2%26camp%3D2025%26creative%3D165953%26creativeASIN%3D0262027720}
}

pub022

Year 2013

Localized Anomaly Detection via Hierarchical Integrated Activity Discovery

2013

- AVSS (IEEE conf. on Advanced Video and Signal-Based Surveillance)

[bibtex] (click to show)

@inproceedings{DBLP:conf/avss/ChockalingamEO13,
  author    = {Thiyagarajan Chockalingam and
               R{\'e}mi Emonet and
               Jean-Marc Odobez},
  title     = {Localized anomaly detection via hierarchical integrated
               activity discovery},
  booktitle = {AVSS},
  year      = {2013},
  pages     = {51-56},
  ee        = {http://doi.ieeecomputersociety.org/10.1109/AVSS.2013.6636615},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

pub035

Clustering flood events from water quality time-series using Latent Dirichlet Allocation model

Alice Aubert, Romain Tavenard, Rémi Emonet, Alban De Lavenne, Simon Malinowski, Thomas Guyet, René Quiniou, Jean-Marc Odobez, Philippe Mérot, Chantal Gascuel-Odoux

2013

- Water Resources Research

Romain Tavenard, Rémi Emonet, Jean-Marc Odobez

[bibtex] (click to show)

@article{aubert:halshs-00906292,
    title = {{Clustering flood events from water quality time-series using Latent Dirichlet Allocation model}},
    author = {Aubert, Alice and Tavenard, Romain and Emonet, R{\'e}mi and De Lavenne, Alban and Malinowski, Simon and Guyet, Thomas and Quiniou, Ren{\'e} and Odobez, Jean-Marc and M{\'e}rot, Philippe and Gascuel-Odoux, Chantal},
    journal = {Water Resources Research},
    doi = {10.1002/2013WR014086 },
    year = {2013},
    pdf = {http://halshs.archives-ouvertes.fr/halshs-00906292/PDF/aubert\_wrr\_final.pdf},
}

pub033

Time-Sensitive Topic Models for Action Recognition in Videos

2013

- ICIP (International Conference on Image Processing)

[bibtex] (click to show)

@INPROCEEDINGS{tavenard2013,
  author={Romain Tavenard and Rémi Emonet and Jean-Marc Odobez},
  title={Time-Sensitive Topic Models for Action Recognition in Videos},
  booktitle={IEEE International Conference on Image Processing},
  year={2013}
}

pub031

Discovering temporal patterns in water quality time series, focusing on floods with the LDA method

Alice Aubert, Romain Tavenard, Rémi Emonet, Simon Malinowski, Thomas Guyet, René Quiniou, Jean-Marc Odobez, Chantal Gascuel-Odoux

2013

- European Geosciences Union (EGU)

Jagannadan Varadarajan, Rémi Emonet, Jean-Marc Odobez

[bibtex] (click to show)

@INPROCEEDINGS{egu13aubert,
  author={Alice Aubert and Romain Tavenard and Rémi Emonet and Simon Malinowski and Thomas Guyet and René Quiniou and Jean-Marc Odobez and Chantal Gascuel-Odoux},
  title={Discovering temporal patterns in water quality time series, focusing on floods with the {LDA} method},
  booktitle={European Geosciences Union (EGU)},
  year={2013}
}

pub029

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

2013

- IJCV (International Journal on Computer Vision)

http://www.idiap.ch/resource/research/probamod-v1/[gs]

[bibtex] (click to show)

@article{DBLP:journals/ijcv/VaradarajanEO13,
  author    = {Jagannadan Varadarajan and R{\'e}mi Emonet and Jean-Marc Odobez},
  title     = {A Sequential Topic Model for Mining Recurrent Activities from Long Term Video Logs},
  journal   = {International Journal of Computer Vision},
  volume    = {103},
  number    = {1},
  year      = {2013},
  pages     = {100-126},
  ee        = {http://dx.doi.org/10.1007/s11263-012-0596-6}
}

pub023

Year 2012

Automatic Discovery Of Recurrent Motion Activities

Rémi Emonet, Jean-Marc Odobez, Elisabeth Oberzaucher

2012

- ISHE (Biennial International Conference on Human Ethology)

[bibtex] (click to show)

@inproceedings{ISHE2012,
  author    = {R{\'e}mi Emonet, Jean-Marc Odobez, Elisabeth Oberzaucher},
  title     = {Automatic Discovery Of Recurrent Motion Activities},
  booktitle = {ISHE (Biennial International Conference on Human Ethology)},
  year      = {2012},
  url       = {http://media.anthro.univie.ac.at/ishe_conferences/index.php/international/ishe2012/schedConf/program}
}

pub036

Unsupervised Activity Analysis and Monitoring algorithms for Effective Surveillance Systems

Jean-Marc Odobez, Cyril Carincotte, Rémi Emonet, Erwan Jouneau, Sofia Zaidenberg, Bertrand Ravera, François Bremond

2012

- ECCV (International Journal on Computer Vision), demonstration paper

Rémi Emonet, Jean-Marc Odobez

[bibtex] (click to show)

@inproceedings{OdobezCEJZRBGECCV12,
  author    = {Jean-Marc Odobez and Cyril Carincotte and R{\'e}mi Emonet and Erwan Jouneau and
               Sofia Zaidenberg and Bertrand Ravera and Fran\c{c}ois Br{\'e}mond and Andrea Grifoni},
  title     = {Unsupervised Activity Analysis and Monitoring Algorithms for Effective Surveillance Systems},
  year      = {2012},
  pages     = {675-678},
  ee        = {http://dx.doi.org/10.1007/978-3-642-33885-4_80},
}

pub028

Unsupervised Methods for Activity Analysis and Detection of Abnormal Events

2012

- Intelligent Video Surveillance Systems

Rémi Emonet, Jean-Marc Odobez

[bibtex] (click to show)

@book{9781848214330,
   Author = {},
    Title = {Intelligent Video Surveillance Systems (ISTE)},
Publisher = {Wiley-ISTE},
     Year = {2012},
     ISBN = {1848214332},
      URL = {http://www.amazon.com/Intelligent-Video-Surveillance-Systems-ISTE/dp/1848214332%3FSubscriptionId%3D0JYN1NVW651KCA56C102%26tag%3Dtechkie-20%26linkCode%3Dxm2%26camp%3D2025%26creative%3D165953%26creativeASIN%3D1848214332}
}

pub024

Méthodes non Supervisées Pour l’Analyse d’Activités et la Détection d’Évènements Anormaux

2012

- Outils d’Analyse Vidéo pour une Pleine Exploitation des Données de Vidéoprotection

[bibtex] (click to show)

@book{274623890X,
     Author = {},
      Title = {Outils d'analyse vidéo : Pour une pleine exploitation des données de vidéoprotection},
  Publisher = {Hermes Science Publications},
       Year = {2012},
       ISBN = {274623890X},
        URL = {http://www.amazon.co.uk/Outils-danalyse-vid%C3%A9o-exploitation-vid%C3%A9oprotection/dp/274623890X/ref=sr_1_3?s=books}
}

pub025

The Environment – Application – Adaptation (EAA) Architecture: introduction and details of an open implementation

http://eaa.heeere.com/[gs]

2012

- IntSys12v5n34 - Journal On Advances in Intelligent Systems

[bibtex] (click to show)

@article{EmonetIntSys2012,
  AUTHOR = {Emonet, R{\'e}mi},
  TITLE = {{The Environment -- Application -- Adaptation (EAA) Architecture: introduction and details of an open implementation}},
  JOURNAL = {{Journal On Advances in Intelligent Systems}},
  PUBLISHER = {IARIA},
  VOLUME = {5},
  NUMBER = {3\&4},
  PAGES = {247-260},
  YEAR = {2012},
  MONTH = Dec
}

pub021

Socio-Technical Network Analysis from Wearable Interactions

Katayoun Farrahi, Rémi Emonet, Alois Ferscha

2012

- ISWC (International Symposium on Wearable Computers)

Jagannadan Varadarajan, Rémi Emonet, Jean-Marc Odobez

[bibtex] (click to show)

@inproceedings{pervasive:farrahi2012sociotechnical,
    author =      "Kate (Katayoun) Farrahi and Remi Emonet and Alois Ferscha",
    title =       "Socio-Technical Network Analysis from Wearable Interactions",
    booktitle =   "International Symposium on Wearable Computers (ISWC)",
    year =        "2012",
    month =       "June"
}

pub020

Bridging the Past, Present and Future: Modeling Scene Activities From Event Relationships and Global Rules

2012

- CVPR (IEEE conf. Computer Vision and Pattern Recognition)

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

[bibtex] (click to show)

@INPROCEEDINGS{Varadarajan_CVPR_2012,
         author = {Varadarajan, Jagannadan and Emonet, Remi and Odobez, Jean-Marc},
          month = jun,
          title = {Bridging the Past, Present and Future: Modeling Scene Activities From Event Relationships and Global Rules},
      booktitle = {IEEE Conference on Computer Vision and Pattern Recognition, 2012, Providence, Rhode Island, USA},
           year = {2012}
}

pub019

The OMiSCID 2.0 Middleware: Usage and Experiments in Smart Environments

2012

- Soft11v4n34, International Journal On Advances in Software

[bibtex] (click to show)

@article{BarraquandSoft2012,
  AUTHOR = {Barraquand, R{\'e}mi and Vaufreydaz, Dominique and Emonet, R{\'e}mi and N{\`e}gre, Amaury and Reignier, Patrick},
  TITLE = {{The OMiSCID 2.0 Middleware: Usage and Experiments in Smart Environments}},
  JOURNAL = {{International Journal On Advances in Software}},
  PUBLISHER = {IARIA},
  VOLUME = {4},
  NUMBER = {3\&4},
  PAGES = {231-243},
  YEAR = {2012},
  MONTH = Mar
}

pub018

Year 2011

Environment - Application - Adaptation: a Community Architecture for Ambient Intelligence

publi-2011-ambient.html [gs]

2011

- AMBIENT (International Conference on Ambient Computing, Applications, Services and Technologies)

[bibtex] (click to show)

@INPROCEEDINGS{EmonetAMBIENT2011,
  author = {Rémi Emonet},
  title = {{Environment - Application - Adaptation: a Community Architecture for Ambient Intelligence}},
  booktitle = {2011 1st International Conference on Ambient Computing, Applications, Services and Technologies (AMBIENT)},
  year = {2011},
  month = {Oct.}
}

pub017

Multi-camera Open Space Human Activity Discovery for Anomaly Detection

Rémi Emonet, Jagannadan Varadarajan, Jean-Marc Odobez

2011

- AVSS (IEEE conf. on Advanced Video and Signal-Based Surveillance)

Rémi Emonet, Jagannadan Varadarajan, Jean-Marc Odobez

[bibtex] (click to show)

@INPROCEEDINGS{EmonetAVSS2011,
  author = {Rémi Emonet and Jagannadan Varadarajan and Jean-Marc Odobez},
  title = {{Multi-camera Open Space Human Activity Discovery for Anomaly Detection}},
  booktitle = {2011 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS)},
  year = {2011},
  pages = {6},
  month = {Aug.}
}

pub016

Extracting and Locating Temporal Motifs in Video Scenes Using a Hierarchical Non Parametric Bayesian Model

2011

- CVPR (IEEE conf. Computer Vision and Pattern Recognition)

publi-2011-cvpr.html http://www.idiap.ch/resource/research/probamod-v1/[gs]

[bibtex] (click to show)

@INPROCEEDINGS{EmonetCVPR2011,
         author = {Emonet, Remi and Varadarajan, Jagannadan and Odobez, Jean-Marc},
       projects = {Idiap, SNSF-MULTI, VANAHEIM},
          month = jun,
          title = {Extracting and Locating Temporal Motifs in Video Scenes Using a Hierarchical Non Parametric Bayesian Model},
      booktitle = {IEEE Conference on Computer Vision and Pattern Recognition},
           year = {2011}
}

pub015

Year 2010

A Sparsity Constraint for Topic Models — Application to Temporal Activity Mining

Jagannadan Varadarajan, Rémi Emonet, Jean-Marc Odobez

2010

- NIPS workshop on Practical Application of Sparse Modeling: Open Issues and New Directions, in Whistler, British Columbia, Canada on December 11th, 2010

Jagannadan Varadarajan, Rémi Emonet, Jean-Marc Odobez

[bibtex] (click to show)

@INPROCEEDINGS{VaradarajanNIPS2010WS,
         author = {Varadarajan, Jagannadan and Emonet, Remi and Odobez, Jean-Marc},
       projects = {Idiap, SNSF-MULTI},
          month = {12},
          title = {A Sparsity Constraint for Topic Models - Application to Temporal Activity Mining},
      booktitle = {NIPS-2010 Workshop on Practical Applications of Sparse Modeling: Open Issues and New Directions},
           year = {2010},
}

pub014

Extracting Motifs from Time Series Generated by Concurrent Activities

2010

- NIPS workshop on Learning and Planning from Batch Time Series Data, in Whistler, British Columbia, Canada on December 11th, 2010

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

[bibtex] (click to show)

@INPROCEEDINGS{VaradarajanNIPS2010TS,
         author = {Varadarajan, Jagannadan and Emonet, Remi and Odobez, Jean-Marc},
       projects = {Idiap, SNSF-MULTI},
          month = {12},
          title = {Extracting Motifs from Time Series Generated by Concurrent Activities},
      booktitle = {NIPS-2010 Workshop on Learning and Planning from Batch Time Series Data},
           year = {2010},
}

pub013

Case Study of the OMiSCID Middleware: Wizard of Oz Experiment in Smart Environments

2010

- The Fourth International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies (UBICOMM), Florence - Italy, oct 2010

Jagannadan Varadarajan, Rémi Emonet, Jean-Marc Odobez

[bibtex] (click to show)

@inproceedings{BarraquandUBICOMM2010,
author =	{Barraquand, R. and Vaufreydaz, D. and Emonet, R. and Mercier, J.P.},
title =	{Case Study of the OMiSCID Middleware: Wizard of Oz Experiment in Smart Environments (best paper award)},
booktitle =	{The Fourth International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies (UBICOMM)},
month =	{Octobre},
year =	{2010},
address =	{Florence - Italy},
}

pub012

Probabilistic Latent Sequential Motifs: Discovering temporal activity patterns in video scenes

2010

- BMVC (British Machine Vision Conference)

Rémi Barraquand, Dominique Vaufreydaz, Rémi Emonet, Amaury Nègre, Jean-Pascal Mercier, Patrick Reignier

[bibtex] (click to show)

@INPROCEEDINGS{VaradarajanBMVC2010,
         author = {Varadarajan, Jagannadan and Emonet, Remi and Odobez, Jean-Marc},
       projects = {SNSF-MULTI},
          month = {9},
          title = {Probabilistic Latent Sequential Motifs: Discovering temporal activity patterns in video scenes},
      booktitle = {BMVC},
           year = {2010},
      publisher = {BMVA Press},
       location = {Aberystwyth},
   organization = {Aberystwyth University},
}

pub011

OMiSCID 2.0, un intergiciel libre et opensource pour la construction d’applications ubiquitaires

2010

- Manifestation des Jeunes Chercheurs en Sciences et Technologies de l'Information et de la Communication (MaJeSTIC), Bordeau, France, 2010

[bibtex] (click to show)

@INPROCEEDINGS{BarraquandMajestic2010,
    author = {Rémi Barraquand and Dominique Vaufreydaz and Rémi Emonet and Amaury Nègre and Jean-Pascal Mercier and Patrick Reignier},
    year = {2010},
    title = {OMiSCID 2.0, un intergiciel libre et opensource pour la construction d’applications ubiquitaires},
    booktitle = {MAJeSTIC}
}

pub026

Selector Based Lookup

http://netbeans.dzone.com/nb-selector-based-lookup [gs]

2010

- DZone − Netbeans Zone

The post is quite specific so it does not create crowd reaction, but still it got more than 3500 views and got the attention of Jaroslav Tulach, original architect of Netbeans.

pub027

Year 2009

Semantic Description of Services and Service Factories for Ambient Intelligence

2009

- Ph.D. Thesis at Grenoble University

Rémi Emonet, Dominique Vaufreydaz

[bibtex] (click to show)

@PhdThesis{Emonet09,
  author       = "Emonet, Rémi",
  title        = "Semantic Description of Services and Service Factories for Ambient Intelligence",
  school       = "Grenoble INP",
  month        = "sep",
  year         = "2009",
  note         = "Last chapter is a french extended abstract.",
  keywords     = "ambient intelligence, software architecture, service factories, service composition, semantic description"
}

pub010

Year 2008

Usable developer-oriented Functionality Composition Language (UFCL): a Proposal for Semantic Description and Dynamic Composition of Services and Service Factories

2008

- 4th IET International Conference on Intelligent Environments

[bibtex] (click to show)

@inproceedings{EmonetIE2008,
    hal_id = {inria-00326532},
    url = {http://hal.inria.fr/inria-00326532/en/},
    title = {{Usable developer-oriented Functionality Composition Language (UFCL): a Proposal for Semantic Description and Dynamic Composition of Services and Service Factories}},
    author = {Emonet, R{\'e}mi and Vaufreydaz, Dominique},
    keywords = {SOA, semantic description, service factories, dynamic and abstract composition},
    language = {English},
    booktitle = {{4th IET International Conference on Intelligent Environments}},
    pages = {8 pages},
    address = {Seattle, United States},
    audience = {international },
    year = {2008}
}

pub001

Osons le constructivisme, atelier de formation aux « débats scientifiques »

Marie-Caroline Croset, Rémi Emonet, Emmanuel Frangin, Carmen Galián, Frédéric Huguet, Michaël Sanrey, Julien Douady, Christophe Durand

2008

- 5ème Colloque sur les « Questions de Pédagogie dans l'enseignement supérieur »

James L. Crowley, Daniela Hall, Rémi Emonet

[bibtex] (click to show)

@INPROCEEDINGS{CrosetQPES2008,
    author = {Marie-Caroline Croset and Rémi Emonet and Emmanuel Frangin and Carmen Galián Barrueco and Frédéric Huguet and Michaël Sanrey and Julien Douady and Christophe Durand},
    title = {Osons le constructivisme, atelier de formation aux « débats scientifiques »},
    year = {2008}
}

pub009

Year 2007

Autonomic Computer Vision Systems

2007

- ICVS (International Conference on Computer Vision Systems)

Rémi Emonet, Dominique Vaufreydaz

[bibtex] (click to show)

@InProceedings{CrowleyICVS2007,
  author       = "Crowley, James L. and Hall, Daniela and Emonet, Rémi",
  title        = "Autonomic Computer Vision Systems",
  booktitle    = "2007 International Conference on Computer Vision Systems, ICVS'07",
  month        = "Mar",
  year         = "2007",
  publisher    = "Springer Verlag",
  keywords     = "Autonomic Systems, Computer Vision Systems, Component Based Programming, Perceptual Components"
}

pub003

Perceptive Services Composition using semantic language and distributed knowledge

2007

- CMPPC Workshop (PERVASIVE07) position articles

Daniela Hall, Rémi Emonet, James L. Crowley

[bibtex] (click to show)

@inproceedings{EmonetPervasive2007,
    url = {http://hal.inria.fr/inria-00326679/en/},
    title = {{Perceptive Services Composition using semantic language and distributed knowledge}},
    author = {Emonet, R{\'e}mi and Vaufreydaz, Dominique},
    keywords = {semantic language, distributed description, services composition, pervasive environment, dynamic availability},
    booktitle = {{Common Models and Patterns for Pervasive Computing at the 5th International Conference on Pervasive Computing}},
    address = {Toronto (Ontario), Canada},
    audience = {internationale },
    year = {2007}
}

pub004

Year 2006

An automatic approach for parameter selection in self-adaptive tracking

2006

- VISAPP (International Conference on Computer Vision Theory and Applications)

Rémi Emonet, Dominique Vaufreydaz, Patrick Reignier, Julien Letessier

[bibtex] (click to show)

@InProceedings{HallVISAPP2006,
  author       = "Hall, Daniela and Emonet, Rémi and Crowley, James L.",
  title        = "An automatic approach for parameter selection in self-adaptive tracking",
  booktitle    = "International Conference on Computer Vision Theory and Applications (VISAPP)",
  year         = "2006",
  url          = "http://www-prima.imag.fr/prima/pub/Publications/2006/HEC06/"
}

pub006

O3MiSCID: an Object Oriented Opensource Middleware for Service Connection, Introspection and Discovery

2006

- 1st IEEE International Workshop on Services Integration in Pervasive Environments

Dominique Vaufreydaz, Rémi Emonet, Patrick Reignier

[bibtex] (click to show)

@inproceedings{EmonetSIPE06,
author =	{Emonet, Rémi and Vaufreydaz, Dominique and Reignier, Patrick and Letessier, Julien},
title =	{O3MiSCID: an Object Oriented Opensource Middleware for Service Connection, Introspection and Discovery},
booktitle =	{1st IEEE International Workshop on Services Integration in Pervasive Environments},
month =	{June},
year =	{2006},
address =	{Lyon - France}
}

pub005

A Lightweight Speech Detection System for Perceptive Environments

2006

- 3rd Joint Workshop on Multimodal Interaction and Related Machine Learning Algorithms

Patrick Reignier, Sonia Zaidenberg, Rémi Emonet, Dominique Vaufreydaz, Julien Letessier

[bibtex] (click to show)

@inproceedings{VaufreydazMIRML06,
author =	{Vaufreydaz, Dominique and Emonet, Rémi and Reignier, Patrick},
title =	{A Lightweight Speech Detection System for Perceptive Environments},
booktitle =	{3rd Joint Workshop on Multimodal Interaction and Related Machine Learning Algorithms},
month =	{May},
year =	{2006},
address =	{Washington DC - USA}
}

pub008

O3MiSCID, un intergiciel sous OSGi pour l'informatique ubiquitaire

2006

- Atelier OSGi, 3e Journées Francophones Mobilité et Ubiquité

[bibtex] (click to show)

@InProceedings {ReignierUbimob2006,
  author = {Reignier, Patrick and Zaidenberg, Sofia and Emonet, Remi and Vaufreydaz, Dominique and Letessier, Julien},
  title = {j{OM}i{SCID}, un intergiciel sous {OSG}i pour l'informatique ubiquitaire},
  booktitle = {{A}telier {OSG}i, 3e {J}ournées {F}rancophones {M}obilité et {U}biquité},
  year = {2006},
  address = {Paris, France},
  month = {sep}
}

pub007

Year 2005

Comparison of target detection algorithms using adaptive background models

Daniela Hall, J. Nascimento, P. Ribeiro, E. Andrade, P. Moreno, Sebastien Pesnel, T. List, Rémi Emonet, R.B. Fisher, J. Santos Victor, James L. Crowley

2005

- International workshop on Performance evaluation of Tracking and Surveillance