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hal-00642236v1  Conference papers
Hervé GoëauAlexis JolySouheil SelmiPierre BonnetElise Mouysset et al.  Visual-based plant species identification from crowdsourced data
MM'11 - ACM Multimedia 2011, Nov 2011, Scottsdale, United States. pp.0-0, ⟨10.1145/2072298.2072472⟩
hal-00908934v1  Conference papers
Alexis JolyHervé GoëauPierre BonnetVera BakićJean-François Molino et al.  The Imageclef Plant Identification Task 2013
MAED: Multimedia Analysis for Ecological Data, Oct 2013, Barcelone, Spain. pp.23-28, ⟨10.1145/2509896.2509902⟩
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hal-00960918v1  Conference papers
Hervé GoëauPierre BonnetAlexis JolyItheri YahiaouiDaniel Barthélémy et al.  The ImageCLEF 2012 Plant Identification Task
CLEF'2012: Conference and Labs of the Evaluation Forum, Sep 2012, Rome, Italy
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hal-00642197v1  Conference papers
Hervé GoëauPierre BonnetAlexis JolyNozha BoujemaaDaniel Barthélémy et al.  The ImageCLEF 2011 plant images classi cation task
ImageCLEF 2011, Sep 2011, Amsterdam, Netherlands. pp.0-0
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hal-02191302v1  Conference papers
Antoine LiutkusUmut ImşekliSzymon MajewskiAlain DurmusFabian-Robert Stöter. Sliced-Wasserstein Flows: Nonparametric Generative Modeling via Optimal Transport and Diffusions
36th International Conference on Machine Learning (ICML), Jun 2019, Long Beach, United States
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halsde-01064569v1  Conference papers
Hervé GoëauAlexis JolyItheri YahiaouiVera BakićAnne Verroust-Blondet et al.  PlantNet Participation at LifeCLEF2014 Plant Identification Task
CLEF: Conference and Labs of the Evaluation Forum, Sep 2014, Sheffield, United Kingdom. pp.724-737
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hal-01182778v1  Journal articles
Pierre BonnetAlexis JolyHervé GoëauJulien ChampChristel Vignau et al.  Plant identification: Man vs. Machine
Multimedia Tools and Applications, Springer Verlag, 2016, LifeCLEF 2014 plant identification challenge, 75 (3), pp.1647-1665. ⟨10.1007/s11042-015-2607-4⟩
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hal-01913277v1  Book sections
Pierre BonnetHervé GoëauSiang HangMario LasseckMilaň Sulc et al.  Plant Identification: Experts vs. Machines in the Era of Deep Learning
Multimedia Tools and Applications for Environmental & Biodiversity Informatics, Chapter 8, Editions Springer, pp.131-149, 2018, Multimedia Systems and Applications Series, 978-3-319-76444-3. ⟨10.1007/978-3-319-76445-0_8⟩
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hal-01373780v1  Conference papers
Hervé GoëauPierre BonnetAlexis Joly. Plant Identification in an Open-world (LifeCLEF 2016)
CLEF: Conference and Labs of the Evaluation Forum, Sep 2016, Évora, Portugal. pp.428-439
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hal-01629183v1  Conference papers
Hervé GoëauPierre BonnetAlexis Joly. Plant identification based on noisy web data: the amazing performance of deep learning (LifeCLEF 2017)
CLEF: Conference and Labs of the Evaluation Forum, Sep 2017, Dublin, Ireland
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hal-01837361v1  Conference papers
Daniel BarthélémyNozha BoujemaaJean-François MolinoAlexis JolyHervé Goëau et al.  Pl@ntNet, une plate-forme innovante d'agrégation et partage d'observations botaniques
International Conference ‘Botanists of the Twenty-first Century’, UNESCO, Sep 2014, Paris, France. pp.191-197
hal-00908910v1  Conference papers
Hervé GoëauPierre BonnetAlexis JolyVera BakićJulien Barbe et al.  Pl@ntNet Mobile App
MM: Multimedia, Oct 2013, Barcelone, Spain. pp.423-424, ⟨10.1145/2502081.2502251⟩
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hal-01088819v1  Conference papers
Hervé GoëauPierre BonnetAlexis JolyAntoine AffouardVera Bakić et al.  Pl@ntNet Mobile 2014: Android port and new features
ICMR: International Conference on Multimedia Retrieval, Apr 2014, Glasgow, United Kingdom. pp.527-530, ⟨10.1145/2578726.2582618⟩
hal-02795099v1  Book sections
Hervé GoëauPierre BonnetAlexis JolyAntoine AffouardVera Bakic et al.  Pl@ntNet mobile 2014: Android port and new features
ICMR 2014 - Proceedings of the ACM International Conference on Multimedia Retrieval, ACM - Association for Computing Machinery, pp.564, 2014, 978-1-4503-2782-4. ⟨10.1145/2578726.2582618⟩
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hal-01629195v1  Conference papers
Antoine AffouardHervé GoëauPierre BonnetJean-Christophe LombardoAlexis Joly. Pl@ntNet app in the era of deep learning
ICLR: International Conference on Learning Representations, Apr 2017, Toulon, France
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hal-01638263v1  Conference papers
Alexis JolyPierre BonnetAntoine AffouardJean-Christophe LombardoHervé Goëau. Pl@ntNet -My Business
MM: Multimedia, Oct 2017, Mountain View, United States. pp.1-11
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hal-02283184v1  Conference papers
Hervé GoëauPierre BonnetAlexis Joly. Overview of LifeCLEF Plant Identification Task 2019: diving into Data Deficient Tropical Countries
CLEF 2019 - Conference and Labs of the Evaluation Forum, Linda Cappellato; Nicola Ferro; David E. Losada; Henning Müller, Sep 2019, Lugano, Switzerland. pp.1-13
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hal-01913244v1  Conference papers
Hervé GoëauPierre BonnetAlexis Joly. Overview of ExpertLifeCLEF 2018: how far automated identification systems are from the best experts?
CLEF - Conference and Labs of the Evaluation Forum, Sep 2018, Avignon, France
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hal-02345644v1  Conference papers
Stefan KahlFabian-Robert StöterHervé GoëauHervé GlotinRobert Planque et al.  Overview of BirdCLEF 2019: Large-Scale Bird Recognition in Soundscapes
Working Notes of CLEF 2019 - Conference and Labs of the Evaluation Forum, Cappellato, L.; Ferro, N.; Losada, D. E.; Müller, H., Sep 2019, Lugano, Switzerland. pp.1-9
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hal-02189229v1  Conference papers
Hervé GoëauStefan KahlHervé GlotinRobert PlanquéWillem-Pier Vellinga et al.  Overview of BirdCLEF 2018: monospecies vs. soundscape bird identification
CLEF: Conference and Labs of the Evaluation Forum, Sep 2018, Avignon, France