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Maximilien Servajean
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Documents
Publications
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Overview of GeoLifeCLEF 2023: Species Composition Prediction with High Spatial Resolution at Continental Scale Using Remote SensingCLEF 2023 - Working Notes of the Conference and Labs of the Evaluation Forum, Sep 2023, Thessalokini, Greece. pp.1954-1971
Communication dans un congrès
hal-04322255v1
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LifeCLEF 2023 teaser: Species Identification and Prediction ChallengesECIR 2023 - 45th European Conference on Information Retrieval, Jaap Kamps; Lorraine Goeuriot; Fabio Crestani; Maria Maistro; Hideo Joho; Brian Davis; Cathal Gurrin; Udo Kruschwitz; Annalina Caputo, Apr 2023, Dublin, Ireland. pp.568-576, ⟨10.1007/978-3-031-28241-6_65⟩
Communication dans un congrès
hal-04204378v1
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Overview of GeoLifeCLEF 2022: Predicting species presence from multi-modal remote sensing, bioclimatic and pedologic dataCLEF 2022 - Working Notes of the Conference and Labs of the Evaluation Forum, Sep 2022, Bologne, Italy. pp.1940-1956
Communication dans un congrès
lirmm-03793595v1
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Overview of LifeCLEF 2022: An Evaluation of Machine-Learning Based Species Identification and Species Distribution PredictionCLEF 2022 - 13th International Conference of the Cross-Language Evaluation Forum for European Languages, Sep 2022, Bologna, Italy. pp.257-285, ⟨10.1007/978-3-031-13643-6_19⟩
Communication dans un congrès
hal-03807746v1
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Species Distribution Modeling based on aerial images and environmental features with Convolutional Neural NetworksCLEF 2022 - Working Notes of the Conference and Labs of the Evaluation Forum, Guglielmo Faggioli; Nicola Ferro; Allan Hanbury; Martin Potthast, Sep 2022, Bologne, Italy. pp.2123-2150
Communication dans un congrès
hal-03817452v1
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LifeCLEF 2022 Teaser: An Evaluation of Machine-Learning Based Species Identification and Species Distribution PredictionECIR 2022 - 44th European Conference on Information Retrieval Research, Apr 2022, Stavanger, Norway. pp.390-399, ⟨10.1007/978-3-030-99739-7_49⟩
Communication dans un congrès
hal-03641389v1
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Stochastic smoothing of the top-K calibrated hinge loss for deep imbalanced classificationICML 2022 - 39th International Conference on Machine Learning, Jul 2022, Baltimore, United States. pp.7208-7222
Communication dans un congrès
hal-03828747v1
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Overview of GeoLifeCLEF 2021: Predicting species distribution from 2 million remote sensing imagesCLEF 2021 - Conference and Labs of the Evaluation Forum, Guglielmo Faggioli; Nicola Ferro; Alexis Joly; Maria Maistro; Florina Piroi, Sep 2021, Bucarest, Romania. pp.1451-1462
Communication dans un congrès
hal-03353487v1
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Pl@ntNet-300K: a plant image dataset with high label ambiguity and a long-tailed distributionNeurIPS 2021 - 35th Conference on Neural Information Processing Systems, Dec 2021, Virtual Conference, France. ⟨10.5281/zenodo.5645731⟩
Communication dans un congrès
hal-03474556v2
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How Do Deep Convolutional SDM Trained on Satellite Images Unravel Vegetation Ecology ?ICPR 2020 - 25th International Conference on Pattern Recognition, Alberto Del Bimbo; Rita Cucchiara; Stan Sclaroff; Giovanni Maria Farinella; Tao Mei; Marco Bertini; Hugo Jair Escalante; Roberto Vezzani, Jan 2021, Milan / Virtual, Italy. pp.148-158, ⟨10.1007/978-3-030-68780-9_15⟩
Communication dans un congrès
hal-03167637v1
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Overview of LifeCLEF 2021: an evaluation of Machine-Learning based Species Identification and Species Distribution PredictionCLEF 2021 - 12th International Conference of the Cross-Language Evaluation Forum for European Languages, Sep 2021, Virtual Event, France. pp.371-393, ⟨10.1007/978-3-030-85251-1_24⟩
Communication dans un congrès
hal-03415990v1
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LifeCLEF 2020 Teaser: Biodiversity Identification and Prediction ChallengesECIR 2020 - 42nd European Conference on IR Research on Advances in Information Retrieval, Apr 2020, Lisbon, Portugal. pp.542-549, ⟨10.1007/978-3-030-45442-5_70⟩
Communication dans un congrès
hal-02873670v1
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Overview of LifeCLEF location-based species prediction task 2020 (GeoLifeCLEF)CLEF 2020 - Conference and Labs of the Evaluation Forum, Sep 2020, Thessaloniki, Greece
Communication dans un congrès
hal-02989077v1
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Overview of LifeCLEF 2020: A System-Oriented Evaluation of Automated Species Identification and Species Distribution PredictionCLEF 2020 - 11th International Conference of the Cross-Language Evaluation Forum for European Languages, Sep 2020, Thessaloniki, Greece. pp.342-363, ⟨10.1007/978-3-030-58219-7_23⟩
Communication dans un congrès
hal-02945382v1
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Evaluation of Deep Species Distribution Models using Environment and Co-occurrencesCLEF 2019 - 10th International Conference of the Cross-Language Evaluation Forum for European Languages, Sep 2019, Lugano, Switzerland. pp.213-225, ⟨10.1007/978-3-030-28577-7_18⟩
Communication dans un congrès
hal-02290310v1
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Overview of LifeCLEF 2019: Identification of Amazonian Plants, South & North American Birds, and Niche PredictionCLEF 2019 - 10th International Conference of the Cross-Language Evaluation Forum for European Languages, Sep 2019, Lugano, Switzerland. pp.387-401, ⟨10.1007/978-3-030-28577-7_29⟩
Communication dans un congrès
hal-02281455v1
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Location-Based Plant Species Prediction Using A CNN Model Trained On Several Kingdoms - Best Method Of GeoLifeCLEF 2019 ChallengeCLEF 2019 - Conference and Labs of the Evaluation Forum, Sep 2019, Lugano, Switzerland
Communication dans un congrès
hal-02392637v1
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Overview of GeoLifeCLEF 2019: plant species prediction using environment and animal occurrencesCLEF 2019 - Conference and Labs of the Evaluation Forum, Sep 2019, Lugano, Switzerland
Communication dans un congrès
hal-02190170v1
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LifeCLEF 2019: Biodiversity Identification and Prediction ChallengesECIR 2019 - 41st European Conference on IR Research, Apr 2019, Cologne, Germany. pp.275-282, ⟨10.1007/978-3-030-15719-7_37⟩
Communication dans un congrès
hal-02273257v1
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Location-based species recommendation using co-occurrences and environment- GeoLifeCLEF 2018 challengeCLEF 2018 - Conference and Labs of the Evaluation Forum, Sep 2018, Avignon, France
Communication dans un congrès
hal-01913241v1
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ThePlantGame: Actively Training Human Annotators for Domain-specific CrowdsourcingMM 2016 - 24th International Conference on Multimedia, Oct 2016, Amsterdam, Netherlands. pp.720-721, ⟨10.1145/2964284.2973820⟩
Communication dans un congrès
hal-01373769v1
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A comparative study of fine-grained classification methods in the context of the LifeCLEF plant identification challenge 2015CLEF 2015 - Working Notes of the Conference and Labs of the Evaluation Forum, Sep 2015, Toulouse, France
Communication dans un congrès
hal-01182788v1
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PlantRT : a Distributed Recommendation Tool for Citizen ScienceBDA: Gestion de Données — Principes, Technologies et Applications, Oct 2014, Autrans, France. pp.48-50
Communication dans un congrès
hal-01163819v1
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Pl@ntNet, ten years of automatic plant identification and monitoringPoster de conférence hal-03343235v1 |
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PlantRT : a Distributed and Diversified Recommendation Tool for Citizen SciencesBDA 2014 - 30e Conférence sur la Gestion de Données — Principes, Technologies et Applications, Oct 2014, Autrans, France. , 2014
Poster de conférence
lirmm-01088733v1
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A two-head loss function for deep Average-K classification2023
Pré-publication, Document de travail
hal-04204318v1
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The GeoLifeCLEF 2023 Dataset to evaluate plant species distribution models at high spatial resolution across Europe2023
Pré-publication, Document de travail
hal-04152362v1
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Participation of LIRMM / Inria to the GeoLifeCLEF 2020 challenge2020
Pré-publication, Document de travail
hal-02989084v1
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The GeoLifeCLEF 2020 Dataset2020
Pré-publication, Document de travail
hal-02989062v1
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ThePlantGame2019
Logiciel
hal-02096028v1
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