Rémi Emonet's publications     (pdf version)

See also my google scholar profile.

You should be able to find most PDF online, using search engines. If you can't find a paper, contact me at click-me ;-p @nospam.com.

  • Year 2022
    J
    Learning PDE to Model Self-Organization of Matter
    2022
    - Entropy (ISSN 1099-4300)
    [gs]
    [bibtex] (click to show)
    pub89
    F
    Intérêt des Bornes Désintégrées pour la Généralisation avec des Mesures de Complexité
    2022
    - CAp (Conférence sur l'Apprentissage Automatique)
    [gs]
    [bibtex] (click to show)
    @inproceedings{viallard2022interet,
      title={Int{\'e}r{\^e}t des bornes d{\'e}sint{\'e}gr{\'e}es pour la g{\'e}n{\'e}ralisation avec des mesures de complexit{\'e}},
      author={Viallard, Paul and Emonet, R{\'e}mi and Germain, Pascal and Habrard, Amaury and Morvant, Emilie and Zantedeschi, Valentina},
      booktitle={CAp 2022},
      year={2022}
    }
    
    pub88
    C
    Optimal Tensor Transport
    2022
    - AAAI (AAAI Conference on Artificial Intelligence)
    [gs]
    [bibtex] (click to show)
    @inproceedings{kerdoncuff2022optimal,
        title={Optimal Tensor Transport},
        author={Kerdoncuff, Tanguy and Perrot, Micha{\"e}l and Emonet, R{\'e}mi and Sebban, Marc},
        booktitle={Proceedings (AAAI Artificial Intelligence Conference)},
        year={2022}
    }
    
    pub87
  • Year 2021
    J
    Sampled Gromov Wasserstein
    2021
    - MLJ (Machine Learning Journal)
    [gs]
    [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
    J
    A Nearest Neighbor Algorithm for Imbalanced Classification
    2021
    - IJAIT (International Journal on Artificial Intelligence Tools)
    [gs]
    [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
    C
    Learning Stochastic Majority Votes by Minimizing a PAC-Bayes Generalization Bound
    2021
    - NeurIPS (Advances in Neural Information Processing Systems)
    [gs]
    [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
    J
    Modelling digital and manual contact tracing for COVID-19. Are low uptakes and missed contacts deal-breakers?
    2021
    - PLOS ONE
    [gs]
    [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
    J
    Solving highly cyclic distributed optimization problems without busting the bank: a decimation-based approach
    2021
    - Logic Journal of the IGPL
    [gs]
    [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
    C
    Metric Learning in Optimal Transport for Domain Adaptation
    2021
    - IJCAI (International Joint Conference on Artificial Intelligence)
    [gs]
    [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
    C
    Adversarial regularization for explainable-by-design time series classification
    2020
    - ICTAI (International Conference on Tools with Artificial Intelligence)
    [gs]
    [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
    C
    A Swiss Army Knife for Minimax Optimal Transport
    2020
    - ICML (International Conference on Machine Learning)
    [gs]
    [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
    C
    Learning from Few Positives: a Provably Accurate Metric Learning Algorithm to deal with Imbalanced Data
    2020
    - IJCAI (International Joint Conference on Artificial Intelligence)
    [gs]
    [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
    J
    Mean oriented Riesz features for micro expression classification
    2020
    - PRL (Pattern Recognition Letters)
    [gs]
    [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
    F
    MLFP: Un algorithme d'apprentissage de métrique pour la classification de données déséquilibrées
    2020
    - CAp (Conférence sur l'Apprentissage Automatique)
    [gs]
    [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
    F
    Classification de séries temporelles basée sur des" shapelets" interprétables par réseaux de neurones antagonistes
    2019
    - CAp (Conférence sur l'Apprentissage Automatique)
    [gs]
    [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
    F
    Une version corrigée de l’algorithme des plus proches voisins pour l’optimisation de la F-mesure dans un contexte déséquilibré
    2019
    - CAp (Conférence sur l'Apprentissage Automatique)
    [gs]
    [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
    J
    Solving highly cyclic distributed optimization problems without busting the bank: a decimation-based approach
    2019
    - Logic Journal of the IGPL
    [gs]
    [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
    W
    Interpreting Neural Networks as Majority Votes through the PAC-Bayesian Theory
    2019
    - NeurIPS 2019 Workshop on Machine Learning with Guarantees
    [gs]
    [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
    C
    An Adjusted Nearest Neighbor Algorithm Maximizing the F-measure from Imbalanced Data
    2019
    - ICTAI (International Conference on Tools with Artificial Intelligence)
    [gs]
    [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
    F
    Extraction d'un Noyau Non Stationnaire de Processus Gaussien à l'aide des Ondelettes
    2019
    - Colloque Gretsi
    [gs]
    [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
    X
    Learning Interpretable Shapelets for Time Series Classification through Adversarial Regularization
    2019
    - http://arxiv.org/abs/1906.00917
    [gs]
    [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
    F
    Classification de séries temporelles basée sur des" shapelets" interprétables par réseaux de neurones antagonistes
    2019
    - CAp (Conférence sur l'Apprentissage Automatique)
    [gs]
    [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
    X
    End-to-end learning for early classification of time series
    2019
    - http://arxiv.org/abs/1901.10681
    [gs]
    [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
    C
    Improving Domain Adaptation By Source Selection
    2019
    - ICIP (International Conference on Image Processing)
    [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
    C
    From Cost-Sensitive to Tight F-measure Bounds
    2019
    - AISTATS (International Conference on Artificial Intelligence and Statistics)
    publi-2019-aistats.html[gs]
    [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
    J
    Validation in Healthy Subjects of a Clinical Protocol for the Evaluation of Facial Micro-Expressions in Severely Brain Injured Patients Awakening from Coma
    2018
    - Annals of Physical and Rehabilitation Medicine
    [gs]
    [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
    X
    IoU is not submodular
    2018
    - http://arxiv.org/abs/1809.00593
    [gs]
    [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
    W
    Improving Max-Sum through Decimation to Solve Loopy Distributed Constraint Optimization Problems
    2018
    - OptMAS@AAMAS 2018 (International Workshop on Optimisation in Multi-Agent Systems)
    [gs]
    [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
    F
    CONE : Un algorithme d’optimisation de la F-Mesure par pondération des erreurs de classification
    2018
    - CAp (Conférence sur l'Apprentissage Automatique)
    [gs]
    [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
    C
    Fast and Provably Effective Multi-view Classification with Landmark-based SVM
    2018
    - ECML-PKDD
    https://github.com/vzantedeschi/multiviewLSVM[gs]
    [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
    J
    Ten simple rules for collaborative lesson development
    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
    C
    Micro-Expression Spotting using the Riesz Pyramid
    2018
    - WACV
    [gs]
    [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
    C
    Subtle Motion Analysis and Spotting using the Riesz Pyramid
    2018
    - VISIGRAPP
    [gs]
    [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
    B
    Unsupervised Domain Adaptation Based on Subspace Alignment
    2017
    - Domain Adaptation in Computer Vision Applications
    [gs]
    [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
    C
    Improving Chairlift Security with Deep Learning
    2017
    - IDA (Intelligent Data Analysis)
    [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
    C
    Residual Conv-Deconv Grid Network for Semantic Segmentation
    2017
    - BMVC (British Machine Vision Conference)
    https://github.com/Fourure/GridNet[gs]
    [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
    J
    Multi-task, Multi-domain Learning: application to semantic segmentation and pose regression
    2017
    - Neurocomputing
    [gs]
    [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
    X
    L³-SVMs: Landmarks-based Linear Local Support Vectors Machines
    2017
    - http://arxiv.org/abs/1703.00284
    http://vzantedeschi.com/l3svms.html[gs]
    [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
    C
    beta-risk: a New Surrogate Risk for Learning from Weakly Labeled Data
    2016
    - NIPS (Neural Information Processing Systems)
    http://vzantedeschi.com/betarisk.html[gs]
    [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
    C
    Unsupervised Interpretable Pattern Discovery in Time Series Using Autoencoders
    2016
    - SSPR (Structural and Syntactic Pattern Recognition)
    [gs]
    [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
    C
    Semantic Segmentation via Multi-task, Multi-domain Learning
    2016
    - SSPR (Structural and Syntactic Pattern Recognition)
    [gs]
    [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
    F
    Apprentissage de Combinaisons Convexes de Métriques Locales avec Garanties de Généralisation
    2016
    - CAp (Conférence sur l'Apprentissage Automatique)
    [gs]
    [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
    C
    Metric Learning as Convex Combinations of Local Models with Generalization Guarantees
    2016
    - CVPR (IEEE conf. Computer Vision and Pattern Recognition)
    [gs]
    [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
    C
    Mixed Pooling Neural Networks for Color Constancy
    2016
    - ICIP (International Conference on Image Processing)
    [gs]
    [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
    F
    Segmentation de Scènes Extérieures à Partir d'Ensembles d'Étiquettes à Granularité et Sémantique Variables
    2016
    - RFIA (Reconnaissance des Formes et Intelligence Artificielle)
    [gs]
    [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
    X
    Lipschitz Continuity of Mahalanobis Distances and Bilinear Forms
    2016
    - http://arxiv.org/abs/1604.01376
    [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
    C
    Landmarks-based Kernelized Subspace Alignment for Unsupervised Domain Adaptation
    2015
    - CVPR (IEEE conf. Computer Vision and Pattern Recognition)
    publi-2015-cvpr.html[gs]
    [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
    C
    Predicting a Community's Flu Dynamics with Mobile Phone Data
    2015
    - CSCW (ACM Conference on Computer Supported Cooperative Work and Social Computing)
    [gs]
    [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
    ω
    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
    C
    Contextually Constrained Deep Networks for Scene Labeling
    2014
    - BMVC (British Machine Vision Conference)
    [gs]
    [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
    F
    Prise en Compte du Contexte pour Contraindre les Réseaux Profonds: Application à l'Étiquetage de Scènes
    2014
    - CAp (Conférence d'Apprentissage)
    [gs]
    [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
    C
    Automated Bobbing and Phase Analysis to Measure Walking Entrainment to Music
    2014
    - ICIP (International Conference on Image Processing)
    [gs]
    [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
    J
    Epidemic Contact Tracing via Communication Traces
    2014
    - PLOS ONE
    https://github.com/twitwi/2014-epidemic-contact-tracing-communication-traces-plosonehttps://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
    J
    Temporal Analysis of Motif Mixtures using Dirichlet Processes
    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
    C
    What to Show? - Automatic Stream Selection among Multiple Sensors
    2014
    - VISAPP (International Conference on Computer Vision Theory and Applications)
    [gs]
    [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
    B
    Sparsity in Topic Models
    2014
    - Practical Applications of Sparse Modeling: Biology, Signal Processing and Beyond
    [gs]
    [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
    C
    Localized Anomaly Detection via Hierarchical Integrated Activity Discovery
    2013
    - AVSS (IEEE conf. on Advanced Video and Signal-Based Surveillance)
    [gs]
    [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
    J
    Clustering flood events from water quality time-series using Latent Dirichlet Allocation model
    2013
    - Water Resources Research
    [gs]
    [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
    C
    Time-Sensitive Topic Models for Action Recognition in Videos
    2013
    - ICIP (International Conference on Image Processing)
    [gs]
    [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
    C
    Discovering temporal patterns in water quality time series, focusing on floods with the LDA method
    2013
    - European Geosciences Union (EGU)
    [gs]
    [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
    J
    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
    C
    Automatic Discovery Of Recurrent Motion Activities
    2012
    - ISHE (Biennial International Conference on Human Ethology)
    [gs]
    [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
    C
    Unsupervised Activity Analysis and Monitoring algorithms for Effective Surveillance Systems
    2012
    - ECCV (International Journal on Computer Vision), demonstration paper
    [gs]
    [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
    B
    Unsupervised Methods for Activity Analysis and Detection of Abnormal Events
    2012
    - Intelligent Video Surveillance Systems
    [gs]
    [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
    B
    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
    [gs]
    [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
    J
    The Environment – Application – Adaptation (EAA) Architecture: introduction and details of an open implementation
    2012
    - IntSys12v5n34 - Journal On Advances in Intelligent Systems
    http://eaa.heeere.com/[gs]
    [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
    C
    Socio-Technical Network Analysis from Wearable Interactions
    2012
    - ISWC (International Symposium on Wearable Computers)
    [gs]
    [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
    C
    Bridging the Past, Present and Future: Modeling Scene Activities From Event Relationships and Global Rules
    2012
    - CVPR (IEEE conf. Computer Vision and Pattern Recognition)
    [gs]
    [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
    J
    The OMiSCID 2.0 Middleware: Usage and Experiments in Smart Environments
    2012
    - Soft11v4n34, International Journal On Advances in Software
    [gs]
    [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
    AWARD
    C
    Environment - Application - Adaptation: a Community Architecture for Ambient Intelligence
    2011
    - AMBIENT (International Conference on Ambient Computing, Applications, Services and Technologies)
    publi-2011-ambient.html[gs]
    [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
    C
    Multi-camera Open Space Human Activity Discovery for Anomaly Detection
    2011
    - AVSS (IEEE conf. on Advanced Video and Signal-Based Surveillance)
    [gs]
    [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
    C
    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.htmlhttp://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
    W
    A Sparsity Constraint for Topic Models — Application to Temporal Activity Mining
    2010
    - NIPS workshop on Practical Application of Sparse Modeling: Open Issues and New Directions, in Whistler, British Columbia, Canada on December 11th, 2010
    [gs]
    [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
    W
    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
    [gs]
    [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
    AWARD
    C
    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
    [gs]
    [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
    C
    Probabilistic Latent Sequential Motifs: Discovering temporal activity patterns in video scenes
    2010
    - BMVC (British Machine Vision Conference)
    [gs]
    [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
    F
    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
    [gs]
    [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
    ω
    Selector Based Lookup
    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.
    http://netbeans.dzone.com/nb-selector-based-lookup[gs]
    pub027
  • Year 2009
    Semantic Description of Services and Service Factories for Ambient Intelligence
    2009
    - Ph.D. Thesis at Grenoble University
    [gs]
    [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
    C
    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
    [gs]
    [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
    F
    Osons le constructivisme, atelier de formation aux « débats scientifiques »
    2008
    - 5ème Colloque sur les « Questions de Pédagogie dans l'enseignement supérieur »
    [gs]
    [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
    C
    Autonomic Computer Vision Systems
    2007
    - ICVS (International Conference on Computer Vision Systems)
    [gs]
    [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
    W
    Perceptive Services Composition using semantic language and distributed knowledge
    2007
    - CMPPC Workshop (PERVASIVE07) position articles
    [gs]
    [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
    C
    An automatic approach for parameter selection in self-adaptive tracking
    2006
    - VISAPP (International Conference on Computer Vision Theory and Applications)
    [gs]
    [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
    W
    O3MiSCID: an Object Oriented Opensource Middleware for Service Connection, Introspection and Discovery
    2006
    - 1st IEEE International Workshop on Services Integration in Pervasive Environments
    [gs]
    [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
    W
    A Lightweight Speech Detection System for Perceptive Environments
    2006
    - 3rd Joint Workshop on Multimodal Interaction and Related Machine Learning Algorithms
    [gs]
    [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
    F
    O3MiSCID, un intergiciel sous OSGi pour l'informatique ubiquitaire
    2006
    - Atelier OSGi, 3e Journées Francophones Mobilité et Ubiquité
    [gs]
    [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
    W
    Comparison of target detection algorithms using adaptive background models
    2005
    - International workshop on Performance evaluation of Tracking and Surveillance
    [gs]
    [bibtex] (click to show)
    @INPROCEEDINGS{HallPETS2005,
        author = {D. Hall and J. Nascimento and P. Ribeiro and E. Andrade and P. Moreno and S. Pesnel and T. List and R. Emonet and R. B. Fisher and J. Santos Victor and J. L. Crowley},
        title = {Comparison of Target Detection Algorithms Using Adaptive Background Models},
        booktitle = {VisLab-TR 13/2005, Proc. 2nd Joint IEEE Int. Workshop on Visual Surveillance and},
        year = {2005},
        pages = {113--120}
    }
    
    pub002
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  • [J]Learning PDE to Model Self-Organization of Matter
    Eduardo Brandao, Jean-Philippe Colombier, Stefan Duffner, Rémi Emonet, Florence Garrelie, Amaury Habrard, François Jacquenet, Anthony Nakhoul, Marc Sebban
    2022IF 2.738Entropy (ISSN 1099-4300)
  • [F]Intérêt des Bornes Désintégrées pour la Généralisation avec des Mesures de Complexité
    Paul Viallard, Rémi Emonet, Pascal Germain, Emilie Morvant, Amaury Habrard, Valentina Zantedeschi
    2022CAp (Conférence sur l'Apprentissage Automatique)
  • [C]Optimal Tensor Transport
    Tanguy Kerdoncuff, Michaël Perrot, Rémi Emonet, Marc Sebban
    2022Core A*AAAI (AAAI Conference on Artificial Intelligence)
  • [J]Sampled Gromov Wasserstein
    Tanguy Kerdoncuff, Rémi Emonet, Marc Sebban
    2021Q2IF 2.94MLJ (Machine Learning Journal)
  • [J]A Nearest Neighbor Algorithm for Imbalanced Classification
    Rémi Viola, Rémi Emonet, Amaury Habrard, Guillaume Metzler, Stépahen Riou, Marc Sebban
    2021Q4IF 1.208IJAIT (International Journal on Artificial Intelligence Tools)
  • [C]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
    2021Core A*NeurIPS (Advances in Neural Information Processing Systems)
  • [J]Modelling digital and manual contact tracing for COVID-19. Are low uptakes and missed contacts deal-breakers?
    Andrei Rusu, Rémi Emonet, Katayoun Farrahi
    2021Q2IF 3.24PLOS ONE
  • [J]Solving highly cyclic distributed optimization problems without busting the bank: a decimation-based approach
    Jesús Cerquides, Juan Antonio, Rémi Emonet, Gauthier Picard
    2021Q1IF 0.861Logic Journal of the IGPL
  • [C]Metric Learning in Optimal Transport for Domain Adaptation
    Tanguy Kerdoncuff, Rémi Emonet, Marc Sebban
    2021Core A*IJCAI (International Joint Conference on Artificial Intelligence)
  • [C]Adversarial regularization for explainable-by-design time series classification
    Yichang Wang, Rémi Emonet, Élisa Fromont, Simon Malinowski, Romain Tavenard
    2020Core BICTAI (International Conference on Tools with Artificial Intelligence)
  • [C]A Swiss Army Knife for Minimax Optimal Transport
    Sofien Dhouib, Ievgen Redko, Tanguy Kerdoncuff, Rémi Emonet, Marc Sebban
    2020Core A*ICML (International Conference on Machine Learning)
  • [C]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
    2020Core A*IJCAI (International Joint Conference on Artificial Intelligence)
  • [J]Mean oriented Riesz features for micro expression classification
    Carlos Arango, Olivier Alata, Rémi Emonet, Hubert Konik, Anne-Claire Legrand
    2020Q1IF 5.898PRL (Pattern Recognition Letters)
  • [F]MLFP: Un algorithme d'apprentissage de métrique pour la classification de données déséquilibrées
    Rémi Viola, Rémi Emonet, Amaury Habrard, Guillaume Metzler, Marc Sebban
    2020CAp (Conférence sur l'Apprentissage Automatique)
  • [F]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
    2019CAp (Conférence sur l'Apprentissage Automatique)
  • [F]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
    2019CAp (Conférence sur l'Apprentissage Automatique)
  • [J]Solving highly cyclic distributed optimization problems without busting the bank: a decimation-based approach
    Jesús Cerquides, Rémi Emonet, Gauthier Picard, Juan Antonio
    2019Q2IF 0.609Logic Journal of the IGPL
  • [W]Interpreting Neural Networks as Majority Votes through the PAC-Bayesian Theory
    Paul Viallard, Rémi Emonet, Pascal Germain, Amaury Habrard, Emilie Morvant
    2019NeurIPS 2019 Workshop on Machine Learning with Guarantees
  • [C]An Adjusted Nearest Neighbor Algorithm Maximizing the F-measure from Imbalanced Data
    Rémi Viola, Rémi Emonet, Amaury Habrard, Guillaume Metzler, Stéphane Riou, Marc Sebban
    2019Core BICTAI (International Conference on Tools with Artificial Intelligence)
  • [F]Extraction d'un Noyau Non Stationnaire de Processus Gaussien à l'aide des Ondelettes
    Romain Ravaille, Olivier Alata, Rémi Emonet
    2019Colloque Gretsi
  • [X]Learning Interpretable Shapelets for Time Series Classification through Adversarial Regularization
    Yichang Wang, Rémi Emonet, Élisa Fromont, Simon Malinowski, Etienne Menager, Loïc Mosser, Romain Tavenard
    2019http://arxiv.org/abs/1906.00917
  • [F]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
    2019CAp (Conférence sur l'Apprentissage Automatique)
  • [X]End-to-end learning for early classification of time series
    Marc Rußwurm, Sébastien Lefevre, Nicolas Courty, Rémi Emonet, Marco Körner, Romain Tavenard
    2019http://arxiv.org/abs/1901.10681
  • [C]Improving Domain Adaptation By Source Selection
    Kevin Bascol, Rémi Emonet, Élisa Fromont
    2019Core BICIP (International Conference on Image Processing)
  • [C]From Cost-Sensitive to Tight F-measure Bounds
    Kevin Bascol, Rémi Emonet, Élisa Fromont, Amaury Habrard, Guillaume Metzler, Marc Sebban
    2019Core AAISTATS (International Conference on Artificial Intelligence and Statistics)
  • [J]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
    2018Annals of Physical and Rehabilitation Medicine
  • [X]IoU is not submodular
    Tanguy Kerdoncuff, Rémi Emonet
    2018http://arxiv.org/abs/1809.00593
  • [W]Improving Max-Sum through Decimation to Solve Loopy Distributed Constraint Optimization Problems
    Jesús Cerquides, Rémi Emonet, Gauthier Picard, Juan Antonio
    2018OptMAS@AAMAS 2018 (International Workshop on Optimisation in Multi-Agent Systems)
  • [F]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
    2018CAp (Conférence sur l'Apprentissage Automatique)
  • [C]Fast and Provably Effective Multi-view Classification with Landmark-based SVM
    Valentina Zantedeschi, Rémi Emonet, Marc Sebban
    2018Core AECML-PKDD
  • [J]Ten simple rules for collaborative lesson development
    Gabriel Devenyi, Rémi Emonet, Rayna Harris, Kate Hertweck, Damien Irving, Ian Milligan, Greg Wilson
    2018Q1IF 4.428PLOS Computational Biology
  • [C]Micro-Expression Spotting using the Riesz Pyramid
    Carlos Arango, Olivier Alata, Rémi Emonet, Anne-Claire Legrand, Hubert Konik
    2018Core AWACV
  • [C]Subtle Motion Analysis and Spotting using the Riesz Pyramid
    Carlos Arango, Olivier Alata, Rémi Emonet, Anne-Claire Legrand, Hubert Konik
    2018Core BVISIGRAPP
  • [B]Unsupervised Domain Adaptation Based on Subspace Alignment
    Basura Fernando, Rahaf Aljundi, Rémi Emonet, Amaury Habrard, Marc Sebban, Tinne Tuytelaars
    2017Domain Adaptation in Computer Vision Applications
  • [C]Improving Chairlift Security with Deep Learning
    Kevin Bascol, Rémi Emonet, Élisa Fromont, Raluca Debusschere
    2017Core AIDA (Intelligent Data Analysis)
  • [C]Residual Conv-Deconv Grid Network for Semantic Segmentation
    Damien Fourure, Rémi Emonet, Élisa Fromont, Damien Muselet, Alain Trémeau, Christian Wolf
    2017Core BBMVC (British Machine Vision Conference)
  • [J]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
    2017Q1IF 3.317Neurocomputing
  • [X]L³-SVMs: Landmarks-based Linear Local Support Vectors Machines
    Valentina Zantedeschi, Rémi Emonet, Marc Sebban
    2017http://arxiv.org/abs/1703.00284
  • [C]beta-risk: a New Surrogate Risk for Learning from Weakly Labeled Data
    Valentina Zantedeschi, Rémi Emonet, Marc Sebban
    2016Core A*NIPS (Neural Information Processing Systems)
  • [C]Unsupervised Interpretable Pattern Discovery in Time Series Using Autoencoders
    Kevin Bascol, Rémi Emonet, Élisa Fromont, Jean-Marc Odobez
    2016Core ASSPR (Structural and Syntactic Pattern Recognition)
  • [C]Semantic Segmentation via Multi-task, Multi-domain Learning
    Damien Fourure, Rémi Emonet, Élisa Fromont, Damien Muselet, Tremeau Alain, Wolf Christian
    2016Core ASSPR (Structural and Syntactic Pattern Recognition)
  • [F]Apprentissage de Combinaisons Convexes de Métriques Locales avec Garanties de Généralisation
    Valentina Zantedeschi, Rémi Emonet, Marc Sebban
    2016CAp (Conférence sur l'Apprentissage Automatique)
  • [C]Metric Learning as Convex Combinations of Local Models with Generalization Guarantees
    Valentina Zantedeschi, Rémi Emonet, Marc Sebban
    2016Core ACVPR (IEEE conf. Computer Vision and Pattern Recognition)
  • [C]Mixed Pooling Neural Networks for Color Constancy
    Damien Fourure, Rémi Emonet, Élisa Fromont, Damien Muselet, Tremeau Alain, Wolf Christian
    2016Core BICIP (International Conference on Image Processing)
  • [F]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
    2016RFIA (Reconnaissance des Formes et Intelligence Artificielle)
  • [X]Lipschitz Continuity of Mahalanobis Distances and Bilinear Forms
    Valentina Zantedeschi, Rémi Emonet, Marc Sebban
    2016http://arxiv.org/abs/1604.01376
  • [C]Landmarks-based Kernelized Subspace Alignment for Unsupervised Domain Adaptation
    Rahaf Aljundi, Rémi Emonet, Damien Muselet, Marc Sebban
    2015Core ACVPR (IEEE conf. Computer Vision and Pattern Recognition)
  • [C]Predicting a Community's Flu Dynamics with Mobile Phone Data
    Katayoun Farrahi, Rémi Emonet, Manuel Cebrian
    2015Core ACSCW (ACM Conference on Computer Supported Cooperative Work and Social Computing)
  • [ω]Smartphones for Improved Disease Spread Modelling
    Katayoun Farrahi, Rémi Emonet
    2014The Software Sustainability Institute − Blog
  • [C]Contextually Constrained Deep Networks for Scene Labeling
    Taygun Kekeç, Rémi Emonet, Élisa Fromont, Alain Trémeau, Christian Wolf
    2014Core BBMVC (British Machine Vision Conference)
  • [F]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
    2014CAp (Conférence d'Apprentissage)
  • [C]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
    2014Core BICIP (International Conference on Image Processing)
  • [J]Epidemic Contact Tracing via Communication Traces
    Katayoun Farrahi, Rémi Emonet, Manuel Cebrian
    2014Q1IF 3.534PLOS ONE
  • [J]Temporal Analysis of Motif Mixtures using Dirichlet Processes
    Rémi Emonet, Jagannadan Varadarajan, Jean-Marc Odobez
    2014Q1IF 5.694TPAMI (Transactions on Pattern Analysis and Machine Intelligence)
  • [C]What to Show? - Automatic Stream Selection among Multiple Sensors
    Rémi Emonet, Elisabeth Oberzaucher, Jean-Marc Odobez
    2014Core CVISAPP (International Conference on Computer Vision Theory and Applications)
  • [B]Sparsity in Topic Models
    Jagannadan Varadarajan, Rémi Emonet, Jean-Marc Odobez
    2014Practical Applications of Sparse Modeling: Biology, Signal Processing and Beyond
  • [C]Localized Anomaly Detection via Hierarchical Integrated Activity Discovery
    Thiyagarajan Chockalingam, Rémi Emonet, Jean-Marc Odobez
    2013Core BAVSS (IEEE conf. on Advanced Video and Signal-Based Surveillance)
  • [J]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
    2013IF 3.709Water Resources Research
  • [C]Time-Sensitive Topic Models for Action Recognition in Videos
    Romain Tavenard, Rémi Emonet, Jean-Marc Odobez
    2013Core BICIP (International Conference on Image Processing)
  • [C]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
    2013European Geosciences Union (EGU)
  • [J]A Sequential Topic Model for Mining Recurrent Activities from Long Term Video Logs
    Jagannadan Varadarajan, Rémi Emonet, Jean-Marc Odobez
    2013Q1IF 3.533IJCV (International Journal on Computer Vision)
  • [C]Automatic Discovery Of Recurrent Motion Activities
    Rémi Emonet, Jean-Marc Odobez, Elisabeth Oberzaucher
    2012ISHE (Biennial International Conference on Human Ethology)
  • [C]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
    2012ECCV (International Journal on Computer Vision), demonstration paper
  • [B]Unsupervised Methods for Activity Analysis and Detection of Abnormal Events
    Rémi Emonet, Jean-Marc Odobez
    2012Intelligent Video Surveillance Systems
  • [B]Méthodes non Supervisées Pour l’Analyse d’Activités et la Détection d’Évènements Anormaux
    Rémi Emonet, Jean-Marc Odobez
    2012Outils d’Analyse Vidéo pour une Pleine Exploitation des Données de Vidéoprotection
  • [J]The Environment – Application – Adaptation (EAA) Architecture: introduction and details of an open implementation
    Rémi Emonet
    2012IntSys12v5n34 - Journal On Advances in Intelligent Systems
  • [C]Socio-Technical Network Analysis from Wearable Interactions
    Katayoun Farrahi, Rémi Emonet, Alois Ferscha
    2012Core A*ISWC (International Symposium on Wearable Computers)
  • [C]Bridging the Past, Present and Future: Modeling Scene Activities From Event Relationships and Global Rules
    Jagannadan Varadarajan, Rémi Emonet, Jean-Marc Odobez
    2012Core ACVPR (IEEE conf. Computer Vision and Pattern Recognition)
  • [J]The OMiSCID 2.0 Middleware: Usage and Experiments in Smart Environments
    Rémi Barraquand, Dominique Vaufreydaz, Rémi Emonet, Amaury Nègre, Patrick Reignier
    2012Soft11v4n34, International Journal On Advances in Software
  • [C]Environment - Application - Adaptation: a Community Architecture for Ambient Intelligence
    Rémi Emonet
    2011AMBIENT (International Conference on Ambient Computing, Applications, Services and Technologies)
  • [C]Multi-camera Open Space Human Activity Discovery for Anomaly Detection
    Rémi Emonet, Jagannadan Varadarajan, Jean-Marc Odobez
    2011AVSS (IEEE conf. on Advanced Video and Signal-Based Surveillance)
  • [C]Extracting and Locating Temporal Motifs in Video Scenes Using a Hierarchical Non Parametric Bayesian Model
    Rémi Emonet, Jagannadan Varadarajan, Jean-Marc Odobez
    2011Core ACVPR (IEEE conf. Computer Vision and Pattern Recognition)
  • [W]A Sparsity Constraint for Topic Models — Application to Temporal Activity Mining
    Jagannadan Varadarajan, Rémi Emonet, Jean-Marc Odobez
    2010NIPS workshop on Practical Application of Sparse Modeling: Open Issues and New Directions, in Whistler, British Columbia, Canada on December 11th, 2010
  • [W]Extracting Motifs from Time Series Generated by Concurrent Activities
    Jagannadan Varadarajan, Rémi Emonet, Jean-Marc Odobez
    2010NIPS workshop on Learning and Planning from Batch Time Series Data, in Whistler, British Columbia, Canada on December 11th, 2010
  • [C]Case Study of the OMiSCID Middleware: Wizard of Oz Experiment in Smart Environments
    Rémi Barraquand, Dominique Vaufreydaz, Rémi Emonet, Jean-Pascal Mercier
    2010The Fourth International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies (UBICOMM), Florence - Italy, oct 2010
  • [C]Probabilistic Latent Sequential Motifs: Discovering temporal activity patterns in video scenes
    Jagannadan Varadarajan, Rémi Emonet, Jean-Marc Odobez
    2010BMVC (British Machine Vision Conference)
  • [F]OMiSCID 2.0, un intergiciel libre et opensource pour la construction d’applications ubiquitaires
    Rémi Barraquand, Dominique Vaufreydaz, Rémi Emonet, Amaury Nègre, Jean-Pascal Mercier, Patrick Reignier
    2010Manifestation des Jeunes Chercheurs en Sciences et Technologies de l'Information et de la Communication (MaJeSTIC), Bordeau, France, 2010
  • [ω]Selector Based Lookup
    Rémi Emonet
    2010DZone − Netbeans Zone
  • []Semantic Description of Services and Service Factories for Ambient Intelligence
    Rémi Emonet
    2009Ph.D. Thesis at Grenoble University
  • [C]Usable developer-oriented Functionality Composition Language (UFCL): a Proposal for Semantic Description and Dynamic Composition of Services and Service Factories
    Rémi Emonet, Dominique Vaufreydaz
    20084th IET International Conference on Intelligent Environments
  • [F]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
    20085ème Colloque sur les « Questions de Pédagogie dans l'enseignement supérieur »
  • [C]Autonomic Computer Vision Systems
    James L. Crowley, Daniela Hall, Rémi Emonet
    2007ICVS (International Conference on Computer Vision Systems)
  • [W]Perceptive Services Composition using semantic language and distributed knowledge
    Rémi Emonet, Dominique Vaufreydaz
    2007CMPPC Workshop (PERVASIVE07) position articles
  • [C]An automatic approach for parameter selection in self-adaptive tracking
    Daniela Hall, Rémi Emonet, James L. Crowley
    2006VISAPP (International Conference on Computer Vision Theory and Applications)
  • [W]O3MiSCID: an Object Oriented Opensource Middleware for Service Connection, Introspection and Discovery
    Rémi Emonet, Dominique Vaufreydaz, Patrick Reignier, Julien Letessier
    20061st IEEE International Workshop on Services Integration in Pervasive Environments
  • [W]A Lightweight Speech Detection System for Perceptive Environments
    Dominique Vaufreydaz, Rémi Emonet, Patrick Reignier
    20063rd Joint Workshop on Multimodal Interaction and Related Machine Learning Algorithms
  • [F]O3MiSCID, un intergiciel sous OSGi pour l'informatique ubiquitaire
    Patrick Reignier, Sonia Zaidenberg, Rémi Emonet, Dominique Vaufreydaz, Julien Letessier
    2006Atelier OSGi, 3e Journées Francophones Mobilité et Ubiquité
  • [W]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
    2005International workshop on Performance evaluation of Tracking and Surveillance