Alexis Joly
169
Documents
Publications
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Overview of PlantCLEF 2022: Image-based plant identification at global scaleCLEF 2022 - Conference and Labs of the Evaluation Forum, Sep 2022, Bologne, Italy. pp.1916-1928
Conference papers
lirmm-03793591v1
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Overview of GeoLifeCLEF 2022: Predicting species presence from multi-modal remote sensing, bioclimatic and pedologic dataCLEF 2022 - Conference and Labs of the Evaluation Forum, Sep 2022, Bologne, Italy. pp.1940-1956
Conference papers
lirmm-03793595v1
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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⟩
Conference papers
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
Conference papers
hal-03828747v1
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Species Distribution Modeling based on aerial images and environmental features with Convolutional Neural NetworksCLEF 2022 - Conference and Labs of the Evaluation Forum, Guglielmo Faggioli; Nicola Ferro; Allan Hanbury; Martin Potthast, Sep 2022, Bologne, Italy. pp.2123-2150
Conference papers
hal-03817452v1
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Overview of BirdCLEF 2022: Endangered bird species recognition in soundscape recordingsCLEF 2022 - Conference and Labs of the Evaluation Forum, Sep 2022, Bologne, Italy. pp.1929-1939
Conference papers
hal-03791428v1
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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 CLEF Association, Sep 2022, Bologna, Italy. pp.257-285, ⟨10.1007/978-3-031-13643-6_19⟩
Conference papers
hal-03807746v1
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WeedElec: a robotic research platform for individual weed detection and selective electrical weedingEPCA 2021 - 13th European Conference on Precision Agriculture, Jul 2021, Budapest, Hungary. pp.695-702, ⟨10.3920/978-90-8686-916-9_83⟩
Conference papers
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Reproducible Performance Optimization of Complex Applications on the Edge-to-Cloud ContinuumCluster 2021 - IEEE International Conference on Cluster Computing, Sep 2021, Portland, OR, United States. pp.23-34, ⟨10.1109/Cluster48925.2021.00043⟩
Conference papers
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Conditional Multi-Task learning for Plant Disease IdentificationICPR 2020 - 25th International Conference on Pattern Recognition, The International Association for Pattern Recognition (IAPR); ICPR2020 Organizing committee, Jan 2021, Milan, Italy. pp.3320-3327, ⟨10.1109/ICPR48806.2021.9412643⟩
Conference papers
hal-03415972v1
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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
Conference papers
hal-03353487v1
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Overview of PlantCLEF 2021: cross-domain plant identificationCLEF 2021 - Conference and Labs of the Evaluation Forum, Sep 2021, Bucarest, Romania. pp.1422-1436
Conference papers
hal-03353469v1
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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 CLEF Association, Sep 2021, Virtual Event, France. pp.371-393, ⟨10.1007/978-3-030-85251-1_24⟩
Conference papers
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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⟩
Conference papers
hal-03167637v1
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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⟩
Conference papers
hal-03474556v2
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Overview of BirdCLEF 2020: Bird Sound Recognition in Complex Acoustic EnvironmentsCLEF 2020 - Conference and Labs of the Evaluation Forum, Sep 2020, Thessaloniki, Greece
Conference papers
hal-02989101v1
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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
Conference papers
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⟩
Conference papers
hal-02945382v1
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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⟩
Conference papers
hal-02873670v1
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Overview of LifeCLEF Plant Identification task 2020CLEF 2020 - Conference and Labs of the Evaluation Forum, The CLEF Initiative, Sep 2020, Thessalonique, Greece
Conference papers
hal-02980085v1
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Overview of LifeCLEF Plant Identification Task 2019: diving into Data Deficient Tropical CountriesCLEF 2019 - Conference and Labs of the Evaluation Forum, Linda Cappellato; Nicola Ferro; David E. Losada; Henning Müller, Sep 2019, Lugano, Switzerland
Conference papers
hal-02283184v1
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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
Conference papers
hal-02190170v1
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A new multi-species method to correct for sampling bias in presence only niche models, and its application to Pl@ntNet citizen science data in FranceESA 2019 - Annual Meeting of the Ecological Society of America, Aug 2019, Louisville, United States
Conference papers
hal-03261122v1
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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⟩
Conference papers
hal-02290310v1
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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⟩
Conference papers
hal-02273257v1
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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
Conference papers
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Vers un désenchevêtrement de l'ambiguïté de la tâche et de l'incertitude du modèle pour la classification avec option de rejet à l'aide de réseaux neuronauxCAP 2019 - 21e PFIA Conférence sur l'Apprentissage Automatique, Jul 2019, Toulouse, France
Conference papers
hal-02421210v1
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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⟩
Conference papers
hal-02281455v1
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Overview of BirdCLEF 2019: Large-Scale Bird Recognition in SoundscapesCLEF 2019 - Conference and Labs of the Evaluation Forum, Cappellato, L.; Ferro, N.; Losada, D. E.; Müller, H., Sep 2019, Lugano, Switzerland
Conference papers
hal-02345644v1
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Overview of BirdCLEF 2018: monospecies vs. soundscape bird identificationCLEF 2018 - Conference and Labs of the Evaluation Forum, Sep 2018, Avignon, France
Conference papers
hal-02189229v1
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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
Conference papers
hal-01913241v1
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Overview of LifeCLEF 2018: A Large-Scale Evaluation of Species Identification and Recommendation Algorithms in the Era of AICLEF 2018 - 9th International Conference of the Cross-Language Evaluation Forum for European Languages, Sep 2018, Avignon, France. pp.247-266, ⟨10.1007/978-3-319-98932-7_24⟩
Conference papers
hal-01913231v1
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Overview of ExpertLifeCLEF 2018: how far automated identification systems are from the best experts?CLEF 2018 - Conference and Labs of the Evaluation Forum, Sep 2018, Avignon, France
Conference papers
hal-01913244v1
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Overview of GeoLifeCLEF 2018: location-based species recommendationCLEF 2018 - Conference and Labs of the Evaluation Forum, Sep 2018, Avignon, France
Conference papers
hal-01913238v1
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LifeCLEF Bird Identification Task 2017CLEF: Conference and Labs of the Evaluation Forum, Sep 2017, Dublin, Ireland
Conference papers
hal-01629175v1
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LifeCLEF 2017 Lab Overview: Multimedia Species Identification ChallengesCLEF: Cross-Language Evaluation Forum, Sep 2017, Dublin, Ireland. pp.255-274, ⟨10.1007/978-3-319-65813-1_24⟩
Conference papers
hal-01629191v1
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Pl@ntNet -My BusinessMM: Multimedia, Oct 2017, Mountain View, United States. pp.1-11
Conference papers
hal-01638263v1
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Pl@ntNet app in the era of deep learningICLR: International Conference on Learning Representations, Apr 2017, Toulon, France
Conference papers
hal-01629195v1
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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
Conference papers
hal-01629183v1
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Going deeper in the automated identification of Herbarium specimensBotany - Botanical Crossroads, Jun 2017, Forth Worth, TX, United States
Conference papers
hal-01837387v1
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Automated Herbarium Specimen Identification using Deep LearningTDWG: Biodiversity Information Standards, Oct 2017, Ottawa, Canada. pp.e20302, ⟨10.3897/tdwgproceedings.1.20302⟩
Conference papers
hal-01629142v1
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Crowdsourcing Biodiversity Monitoring: How Sharing your Photo Stream can Sustain our PlanetMM: Conference on Multimedia, Oct 2016, Amsterdam, Netherlands. pp.958-967, ⟨10.1145/2964284.2976762⟩
Conference papers
hal-01373762v1
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LifeCLEF Bird Identification Task 2016: The arrival of Deep learningCLEF: Conference and Labs of the Evaluation Forum, Sep 2016, Évora, Portugal. pp.440-449
Conference papers
hal-01373779v1
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Spatially Localized Visual Dictionary LearningICMR: International Conference on Multimedia Retrieval, Jun 2016, New York, United States. pp.367-370, ⟨10.1145/2911996.2912070⟩
Conference papers
hal-01373778v1
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An image-based Plant identification platform for thousands of speciesATBC: Association for Tropical Biology and Conservation, Jun 2016, Montpellier, France
Conference papers
hal-01837355v1
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Plant Identification in an Open-world (LifeCLEF 2016)CLEF: Conference and Labs of the Evaluation Forum, Sep 2016, Évora, Portugal. pp.428-439
Conference papers
hal-01373780v1
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Unsupervised Individual Whales Identification: Spot the Difference in the OceanCLEF: Conference and Labs of the Evaluation Forum, Sep 2016, Évora, Portugal. pp.469-480
Conference papers
hal-01373777v1
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Floristic participation at LifeCLEF 2016 Plant Identification TaskCLEF: Conference and Labs of the Evaluation Forum, Sep 2016, Évora, Portugal. pp.450-458
Conference papers
hal-01373776v1
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ThePlantGame: Actively Training Human Annotators for Domain-specific CrowdsourcingMM: Conference on Multimedia, Oct 2016, Amsterdam, Netherlands. pp.720-721, ⟨10.1145/2964284.2973820⟩
Conference papers
hal-01373769v1
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LifeCLEF 2016: Multimedia Life Species Identification ChallengesCLEF: Cross-Language Evaluation Forum, Sep 2016, Évora, Portugal. pp.286-310, ⟨10.1007/978-3-319-44564-9_26⟩
Conference papers
hal-01373781v1
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Shared nearest neighbors match kernel for bird songs identification -LifeCLEF 2015 challengeCLEF: Conference and Labs of the Evaluation Forum, Sep 2015, Toulouse, France
Conference papers
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LifeCLEF Bird Identification Task 2015CLEF: Conference and Labs of the Evaluation Forum, Sep 2015, Toulouse, France
Conference papers
hal-01182796v1
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A comparative study of fine-grained classification methods in the context of the LifeCLEF plant identification challenge 2015CLEF: Conference and Labs of the Evaluation Forum, Sep 2015, Toulouse, France
Conference papers
hal-01182788v1
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LifeCLEF Plant Identification Task 2015CLEF: Conference and Labs of the Evaluation Forum, Sep 2015, Toulouse, France
Conference papers
hal-01182795v1
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LifeCLEF 2015: Multimedia Life Species Identification ChallengesCLEF: Cross-Language Evaluation Forum, Université de Toulouse. FRA., Sep 2015, Toulouse, France. pp.462-483, ⟨10.1007/978-3-319-24027-5_46⟩
Conference papers
hal-01182782v1
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Kernelizing Spatially Consistent Visual Matches for Fine-Grained ClassificationICMR: International Conference on Multimedia Retrieval, Jun 2015, Shangai, China. pp.155-162, ⟨10.1145/2671188.2749328⟩
Conference papers
hal-01145988v1
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DigInPix: Visual Named-Entities Identification in Images and VideosICMR: International Conference on Multimedia Retrieval, Jun 2015, Shanghai, China. pp.661-664, ⟨10.1145/2671188.2749369⟩
Conference papers
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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
Conference papers
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LifeCLEF Bird Identification Task 2014CLEF: Conference and Labs of the Evaluation Forum, Sep 2014, Sheffield, United Kingdom. pp.585-597
Conference papers
hal-01088829v1
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Fine-grained Visual Faceted SearchMM: Conference on Multimedia, Nov 2014, Orlando, FL, United States. pp.721-722, ⟨10.1145/2647868.2654875⟩
Conference papers
hal-01088822v1
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Pl@ntNet, une plate-forme innovante d'agrégation et partage d'observations botaniquesInternational Conference ‘Botanists of the Twenty-first Century’, UNESCO, Sep 2014, Paris, France. pp.191-197
Conference papers
hal-01837361v1
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LifeCLEF Plant Identification Task 2014CLEF: Conference and Labs of the Evaluation Forum, University of Scheffield. GBR., Sep 2014, Sheffield, United Kingdom. pp.598-615
Conference papers
halsde-01064599v1
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PlantNet Participation at LifeCLEF2014 Plant Identification TaskCLEF: Conference and Labs of the Evaluation Forum, Sep 2014, Sheffield, United Kingdom. pp.724-737
Conference papers
halsde-01064569v1
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LifeCLEF 2014: Multimedia Life Species Identification ChallengesCLEF: Cross-Language Evaluation Forum, Sep 2014, Sheffield, United Kingdom. pp.229-249, ⟨10.1007/978-3-319-11382-1_20⟩
Conference papers
hal-01075770v1
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LifeCLEF: Multimedia Life Species IdentificationEMR: Environmental Multimedia Retrieval, Apr 2014, Glasgow, United Kingdom. pp.7-13
Conference papers
hal-01088812v1
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Instance-based Bird Species Identification with Undiscriminant Features PruningCLEF: Conference and Labs of the Evaluation Forum, Sep 2014, Sheffield, United Kingdom. pp.625-633
Conference papers
hal-01088798v1
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Recognizing Thousands of Legal Entities through Instance-based Visual ClassificationMM: Conference on Multimedia, Nov 2014, Orlando, FL, United States. pp.1029-1032, ⟨10.1145/2647868.2655038⟩
Conference papers
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Pl@ntNet Mobile 2014: Android port and new featuresICMR: International Conference on Multimedia Retrieval, Apr 2014, Glasgow, United Kingdom. pp.527-530, ⟨10.1145/2578726.2582618⟩
Conference papers
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Pl@ntNet Mobile AppMM 2013 - 21st ACM International Conference on Multimedia, Oct 2013, Barcelone, Spain. pp.423-424, ⟨10.1145/2502081.2502251⟩
Conference papers
hal-00908910v1
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OTmedia: The French Transmedia News ObservatoryACM Multimedia, Oct 2013, Barcelone, Spain. pp.441-442, ⟨10.1145/2502081.2502260⟩
Conference papers
hal-00908925v1
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The Imageclef Plant Identification Task 2013MAED: Multimedia Analysis for Ecological Data, Oct 2013, Barcelone, Spain. pp.23-28, ⟨10.1145/2509896.2509902⟩
Conference papers
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Inria's participation at ImageCLEF 2013 Plant Identification TaskCLEF (Online Working Notes/Labs/Workshop) 2013, Sep 2013, Valencia, Spain
Conference papers
hal-00874330v1
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Imageclef 2013: the vision, the data and the open challengesCLEF 2013 - 4th Conference and Labs of the Evaluation Forum : Information Access Evaluation meets Multilinguality, Multimodality, and Visualization, Sep 2013, Valencia, Spain. pp.250-268, ⟨10.1007/978-3-642-40802-1_26⟩
Conference papers
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The ImageCLEF 2013 Plant Identification TaskCLEF, Sep 2013, Valencia, Spain
Conference papers
hal-00960929v1
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Collaborative validation of visual data through the Pl@ntNet identification systemTDWG 2013 - Annual Conference, Oct 2013, Florence, Italy
Conference papers
hal-03885113v1
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Small objects query suggestion in a large web-image collectionACM Multimedia, Oct 2013, Barcelone, Spain. ⟨10.1145/2502081.2502248⟩
Conference papers
hal-00908891v1
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Hash-Based Support Vector Machines Approximation for Large Scale PredictionBMVC: British Machine Vision Conference, Sep 2012, Surrey, United Kingdom. pp.86.1-86.11
Conference papers
hal-00733912v1
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Scalable Mining of Small Visual ObjectsMM'12: 20th ACM international conference on Multimedia, Oct 2012, Nara, Japan. pp.599-608
Conference papers
hal-00739735v1
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Inria IMEDIA2's Participation at ImageCLEF 2012 Plant Identification TaskCLEF (Online Working Notes/Labs/Workshop) 2012, Sep 2012, Rome, Italy
Conference papers
hal-00744901v1
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Multi-Organ Plant IdentificationACM International Workshop on Multimedia Analysis for Ecological Data, Oct 2012, Nara, Japan. pp.41--44
Conference papers
hal-00739724v1
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The ImageCLEF 2012 Plant Identification TaskCLEF'2012: Conference and Labs of the Evaluation Forum, Sep 2012, Rome, Italy
Conference papers
hal-00960918v1
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Plant Leaves Morphological Categorization with Shared Nearest Neighbours ClusteringACM International Workshop on Multimedia Analysis for Ecological Data, Oct 2012, Nara, Japan. pp.37--40
Conference papers
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Distributed approximate KNN Graph construction for high dimensional DataBDA 2012 - 28e journées Bases de Donnees Avancées, Oct 2012, Clermont-Ferrand, France
Conference papers
hal-00756624v1
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Distributed KNN-graph approximation via hashingICMR - International Conference on Multimedia Retrieval - 2012, Jun 2012, Hong-Kong, Hong Kong SAR China. pp.43:1--43:8, ⟨10.1145/2324796.2324847⟩
Conference papers
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Visual-Based Transmedia Events DetectionMM '12: 20th International conference on Multimedia, ACM, Nov 2012, Nara, Japan. pp.1351-1352, ⟨10.1145/2393347.2396480⟩
Conference papers
hal-00755696v1
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Access to botanical data through multimedia and collaborative retrievalConference on Multilingual and Multimodal Information Access Evaluation (CLEF), Sep 2011, Amsterdam, Netherlands
Conference papers
hal-02804437v1
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The CLEF 2011 Plant Images Classification TaskWorking Notes for CLEF 2011 Conference, Vivien Petras; Pamela Forner; Paul Clough; Nicola Ferro, Sep 2011, Amsterdam, Netherlands
Conference papers
hal-03778869v1
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The ImageCLEF 2011 plant images classification taskImageCLEF 2011, Sep 2011, Amsterdam, Netherlands
Conference papers
hal-00642197v1
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The Pl@ntNet project: Plant Computational Identification and Collaborative Information SystemBiosystematics 2011 - Digital identification methods in the digital age - morphological and molecular, computer-aided and fully automated, research and citizen science, Feb 2011, Berlin, Germany
Conference papers
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Consistent Visual Words Mining with Adaptive SamplingICMR'11 - International Conference on Multimedia Retrieval, Apr 2011, Trento, Italy. pp.0-0, ⟨10.1145/1991996.1992045⟩
Conference papers
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Participation of INRIA & Pl@ntNet to ImageCLEF 2011 plant images classification taskImageCLEF 2011, Sep 2011, Amsterdam, Netherlands. pp.0-0
Conference papers
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The Pl@ntnet project: plant computational identification and collaborative information systemIBC2011. XVIII International Botanical Congress, Jul 2011, Melbourne, Australia
Conference papers
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The Pl@ntnet project: plant computational identification and collaborative information systemIBC 2011 - XVIII International Botanical congress, Jul 2011, Melbourne, Australia
Conference papers
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Random Maximum Margin HashingCVPR'11 - IEEE Computer Vision and Pattern Recognition, Jun 2011, Colorado springs, United States. pp.873-880, ⟨10.1109/CVPR.2011.5995709⟩
Conference papers
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Large scale visual-based event matchingICMR'11 - International Conference on Multimedia Retrieval, Apr 2011, Trento, Italy. pp.53:1--53:7, ⟨10.1145/1991996.1992049⟩
Conference papers
hal-00642210v1
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Interpretable Visual Models for Human Perception-Based Object RetrievalICMR'11 - First ACM International Conference on Multimedia Retrieval, Apr 2011, Trento, Italy. pp.21:1--21:8, ⟨10.1145/1991996.1992017⟩
Conference papers
hal-00642232v1
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Visual-based plant species identification from crowdsourced dataMM'11 - ACM Multimedia 2011, Nov 2011, Scottsdale, United States. pp.0-0, ⟨10.1145/2072298.2072472⟩
Conference papers
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Interactive Objects Retrieval with Efficient BoostingMM'09 - Proceedings of the 17th ACM international conference on Multimedia, Oct 2009, Beijing, China. pp.545--548, ⟨10.1145/1631272.1631352⟩
Conference papers
hal-00724876v1
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Video Copy Detection: a Comparative StudyCIVR 2007, Jul 2007, Amsterdam, France
Conference papers
hal-02420846v1
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Video copy detectionACM International Conference on Image and Video Retrieval (CIVR’07), Jul 2007, Amsterdam, Netherlands. pp.371-378, ⟨10.1145/1282280.1282336⟩
Conference papers
hal-02338328v1
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Experimental IR Meets Multilinguality, Multimodality, and InteractionSpringer International Publishing, 12880, 2021, Lecture Notes in Computer Science, ⟨10.1007/978-3-030-85251-1⟩
Books
hal-03626028v1
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Multimedia Tools and Applications for Environmental & Biodiversity InformaticsSpringer International Publishing, 2018, 978-3-319-76445-0. ⟨10.1007/978-3-319-76445-0⟩
Books
lirmm-01959343v1
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Proceedings of the 1st International Workshop on Environnmental Multimedia Retrieval co-located with ACM International Conference on Multimedia Retrieval2014
Books
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Biodiversity Information Retrieval Through Large Scale Content-Based Identification: A Long-Term EvaluationNicola Ferro; Carol Peters. Information Retrieval Evaluation in a Changing World: Lessons Learned from 20 Years of CLEF, 41, Springer, pp.389-413, 2019, The Information Retrieval Series, 978-3-030-22948-1. ⟨10.1007/978-3-030-22948-1_16⟩
Book sections
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Multimedia Tools and Applications for Environmental & Biodiversity Informatics - PrefaceJoly A.; Vrochidis S.; Karatzas K.; Karppinen A.; Bonnet P. Multimedia Tools and Applications for Environmental & Biodiversity Informatics, Springer, pp.1-7, 2018, Multimedia Systems and Applications (MMSA), 978-3-319-76445-0; 978-3-319-76444-3. ⟨10.1007/978-3-319-76445-0_1⟩
Book sections
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Automated identification of herbarium specimens at different taxonomic levelsMultimedia Tools and Applications for Environmental & Biodiversity Informatics, Multimedia Systems and Applications, Editions Springer, pp.151-167, 2018, Multimedia Systems and Applications Series, 978-3-319-76444-3. ⟨10.1007/978-3-319-76445-0_9⟩
Book sections
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Plant Identification: Experts vs. Machines in the Era of Deep LearningMultimedia 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⟩
Book sections
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A deep learning approach to Species Distribution ModellingAlexis Joly; Stefanos Vrochidis; Kostas Karatzas; Ari Karppinen; Pierre Bonnet. Multimedia Tools and Applications for Environmental & Biodiversity Informatics, Springer, pp.169-199, 2018, Multimedia Systems and Applications Series, 978-3-319-76444-3. ⟨10.1007/978-3-319-76445-0_10⟩
Book sections
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How does the degree of novelty impacts semi-supervised representation learning for novel class retrieval?2022
Preprints, Working Papers, ...
hal-03871584v1
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Envisaging a global infrastructure to exploit the potential of digitised collections2022
Preprints, Working Papers, ...
hal-03871553v1
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Identify ambiguous tasks combining crowdsourced labels by weighting Areas Under the Margin2022
Preprints, Working Papers, ...
hal-03812716v1
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Participation of LIRMM / Inria to the GeoLifeCLEF 2020 challenge2020
Preprints, Working Papers, ...
hal-02989084v1
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The GeoLifeCLEF 2020 Dataset2020
Preprints, Working Papers, ...
hal-02989062v1
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Optimal checkpointing for heterogeneous chains: how to train deep neural networks with limited memory[Research Report] RR-9302, Inria Bordeaux Sud-Ouest. 2019
Reports
hal-02352969v1
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Adversarial autoencoders for novelty detection[Research Report] Inria - Sophia Antipolis. 2017
Reports
hal-01636617v1
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Scalable Mining of Small Visual Objects (with new experiments)[Research Report] Lirmm. 2013
Reports
hal-00912560v1
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Recommendations about benchmarking campaigns as a tool to foster multimedia search technology transfer at the European level[Technical Report] Inria. 2012
Reports
hal-02428503v1
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Multi-source shared nearest neighbours for multi-modal image clustering[Research Report] RR-7351, INRIA. 2010
Reports
inria-00496170v2
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Constant Tangential Angle Elected Interest Points[Research Report] 2006, pp.22
Reports
inria-00085764v1
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Large-scale Content-based Visual Information RetrievalComputer Science [cs]. Université de Montpellier, 2015
Habilitation à diriger des recherches
hal-01182797v1
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ThePlantGame2019
Software
hal-02096028v1
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Pl@ntNet2019
Software
hal-02096020v1
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Snoop2019
Software
hal-02096036v1
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