Alexis Joly
Publications
Publications
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Hashing-Baseline: Rethinking Hashing in the Age of Pretrained ModelsICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech, and Signal Processing, May 2026, Barcelona, Spain |
LifeCLEF 2025 Teaser: Challenges on Species Presence Prediction and Identification, and Individual Animal Identification47. European Conference on Information Retrieval - ECIR 2025, Apr 2025, Lucca, Italy. pp.373-381, ⟨10.1007/978-3-031-88720-8_57⟩ |
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Overview of BirdCLEF+ 2025: Multi-Taxonomic Sound Identification in the Middle Magdalena, ColombiaCLEF 2025 - Working Notes of the Conference and Labs of the Evaluation Forum, Sep 2025, Madrid, Spain. pp.2909-2919 |
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Overview of PlantCLEF 2025: Multi-Species Plant Identification in Vegetation Quadrat Images ⋆ Notebook for the LifeCLEF Lab at CLEF 2025CLEF 2025 - Working Notes of the Conference and Labs of the Evaluation Forum, Sep 2025, Madrid, Spain. pp.2942-2954 |
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A two-head loss function for deep Average-K classificationWACV 2025 - IEEE/CVF Winter Conference on Applications of Computer Vision, Feb 2025, Tucson, United States. pp.7358-7367, ⟨10.1109/WACV61041.2025.00715⟩ |
Can Language Improve Visual Features For Distinguishing Unseen Plant Diseases?ICPR 2024 - 27th International Conference on Pattern Recognition, Dec 2024, Kolkata, India. pp.296-311, ⟨10.1007/978-3-031-78113-1_20⟩ |
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The point is the mask: scaling coral reef segmentation with weak supervisionICCV 2025 - Joint Workshop on Marine Vision, Oct 2025, Honolulu, Hawaii, United States |
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Mapping biodiversity at very-high resolution in EuropeCVPRW 2025 - IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, IEEE; CVF, Jun 2025, Nashville, United States. pp.2340-2349, ⟨10.1109/CVPRW67362.2025.00221⟩ |
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Overview of GeoLifeCLEF 2025: Plant Species Presence Prediction with Environmental and High-resolution Remote Sensing DataCLEF 2025 - Working Notes of the Conference and Labs of the Evaluation Forum, Sep 2025, Madrid, Spain. pp.2932-2941 |
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Deep-Plant-Disease Dataset Is All You Need for Plant Disease Identification33rd ACM International Conference on Multimedia (ACM MM 2025), Association for Computing Machinery (ACM), Oct 2025, Dublin, Ireland. pp.12578-12584, ⟨10.1145/3746027.3758192⟩ |
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GeoPlant: Spatial Plant Species Prediction Dataset38. Conference on Neural Information Processing Systems, NeurIPS 2024, Dec 2024, Vancouver, Canada |
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Overview of GeoLifeCLEF 2024: Species Composition Prediction with High Spatial Resolution at Continental Scale using Remote Sensing15. Conference and Labs of the Evaluation Forum (CLEF 2024), Sep 2024, Grenoble, France. pp.1966-1977 |
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Overview of BirdCLEF 2024: Acoustic Identification of Under-studied Bird Species in the Western Ghats15. Conference and Labs of the Evaluation Forum (CLEF 2024), Sep 2024, Grenoble, France. pp.1948-1957 |
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Overview of PlantCLEF 2024: multi-species plant identification in vegetation plot images15. Conference and Labs of the Evaluation Forum (CLEF 2024), Guglielmo Faggioli; Nicola Ferro; Petra Galuščáková; Alba García Seco de Herrera, Sep 2024, Grenoble, France. pp.1978-1988 |
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Overview of LifeCLEF 2024 Teaser : Challenges on Species Distribution Prediction and IdentificationECIR 2024 - 46. European Conference on Information Retrieval, Mar 2024, Glasgow, United Kingdom. pp.19-27, ⟨10.1007/978-3-031-56072-9_3⟩ |
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Weighted majority vote using Shapley values in crowdsourcingCAp-RFIAP 2024 - Conférences jointes sur l'Apprentissage automatique et la Reconnaissance des Formes, l’Image, l’Apprentissage, la Perception, Jul 2024, Lille, France |
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Cooperative learning of Pl@ntNet’s Artificial Intelligence algorithm using label aggregation55. Journées de Statistique de la SFdS (JdS 2024), Société Française de Statistique, May 2024, Bordeaux, France. pp.35-44 |
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Overview of LifeCLEF 2024: Challenges on Species Distribution Prediction and Identification15. Conference and Labs of the Evaluation Forum (CLEF 2024), Sep 2024, Grenoble, France. pp.183-207, ⟨10.1007/978-3-031-71908-0_9⟩ |
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Biodiversity Data Cubes for Cross-Cutting Science and PolicyEGU 2024 - General Assembly of European Geosciences Union, Apr 2024, Vienna, Austria. ⟨10.5194/egusphere-egu24-6353⟩ |
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Pairwise Feature Learning for Unseen Plant Disease RecognitionICIP 2023 - 30. IEEE International Conference on Image Processing, Thie Institute of Electrical and Electronics Engineers; Signal Processing Society, Oct 2023, Kuala Lumpur, Malaysia. pp.306-310, ⟨10.1109/ICIP49359.2023.10222401⟩ |
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LifeCLEF 2023 teaser: Species Identification and Prediction ChallengesECIR 2023 - 45. 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⟩ |
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Overview of LifeCLEF 2023: evaluation of AI models for the identification and prediction of birds, plants, snakes and fungi24. Conference and Labs of the Evaluation Forum (CLEF-WN 2023), Sep 2023, Thessaloniki, Greece. pp.416-439, ⟨10.1007/978-3-031-42448-9_27⟩ |
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Overview of PlantCLEF 2023: Image-based Plant Identification at Global Scale24. Conference and Labs of the Evaluation Forum (CLEF-WN 2023), Mohammad Aliannejadi; Guglielmo Faggioli; Nicola Ferro; Michalis Vlachos, Sep 2023, Thessaloniki, Greece. pp.1972-1981 |
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Overview of GeoLifeCLEF 2023: Species Composition Prediction with High Spatial Resolution at Continental Scale Using Remote Sensing24. Conference and Labs of the Evaluation Forum (CLEF-WN 2023), Sep 2023, Thessaloniki, Greece. pp.1954-1971 |
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Overview of BirdCLEF 2023: Automated Bird Species Identification in Eastern Africa24. Conference and Labs of the Evaluation Forum (CLEF-WN 2023), Mohammad Aliannejadi; Guglielmo Faggiol; Nicola Ferro; Michalis Vlachos, Sep 2023, Thessaloniki, Greece. pp.1934-1942 |
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Weighting Areas Under the Margin in crowdsourced datasetsJDS 2023 - 54es Journées de Statistique, Société Française de Statistique (SFdS), Jul 2023, Bruxelles, Belgium |
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Overview of BirdCLEF 2022: Endangered bird species recognition in soundscape recordingsCLEF 2022 Working Notes - 23. Conference and Labs of the Evaluation Forum, Sep 2022, Bologna, Italy. pp.1929-1939 |
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Overview of LifeCLEF 2022: An Evaluation of Machine-Learning Based Species Identification and Species Distribution PredictionCLEF 2022 - 13. 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⟩ |
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Species Distribution Modeling based on aerial images and environmental features with Convolutional Neural NetworksCLEF 2022 Working Notes - 23. Conference and Labs of the Evaluation Forum, Guglielmo Faggioli; Nicola Ferro; Allan Hanbury; Martin Potthast, Sep 2022, Bologna, Italy. pp.2123-2150 |
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Overview of PlantCLEF 2022: Image-based plant identification at global scaleCLEF 2022 Working Notes - 23. Conference and Labs of the Evaluation Forum, Sep 2022, Bologna, Italy. pp.1916-1928 |
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Crowdsourcing label noise simulation on image classification tasksJDS 2022 - 53es Journées de Statistique, Jun 2022, Lyon, France. pp.1063-1065 |
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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 |
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LifeCLEF 2022 Teaser: An Evaluation of Machine-Learning Based Species Identification and Species Distribution PredictionECIR 2022 - 44. European Conference on Information Retrieval Research, Apr 2022, Stavanger, Norway. pp.390-399, ⟨10.1007/978-3-030-99739-7_49⟩ |
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Integrating Citizen Observatories into School Environmental Education for Sustainability: Design and Evaluation of a Case Study Engaging Students with Pl@Ntnet and OdourcollectICERI 2022 - 15. International Conference of Education, Research and Innovation, Nov 2022, Sevilla, Spain. pp.5479-5489, ⟨10.21125/iceri.2022.1345⟩ |
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Overview of GeoLifeCLEF 2022: Predicting species presence from multi-modal remote sensing, bioclimatic and pedologic dataCLEF 2022 Working Notes - 23. Conference and Labs of the Evaluation Forum, Sep 2022, Bologna, Italy. pp.1940-1956 |
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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, Online, Italy. pp.148-158, ⟨10.1007/978-3-030-68780-9_15⟩ |
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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⟩ |
Pl@ntNet, la science des données au service de la biodiversité végétaleEGC 2021 - 21e Conférence Extraction et Gestion des Connaissances, Jan 2021, Montpellier, France. pp.5-6 |
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Overview of PlantCLEF 2021: cross-domain plant identificationCLEF 2021 Working Notes - 22nd Conference and Labs of the Evaluation Forum, Sep 2021, Bucarest, Romania. pp.1422-1436 |
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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, Online, France. pp.371-393, ⟨10.1007/978-3-030-85251-1_24⟩ |
WeedElec: a robotic research platform for individual weed detection and selective electrical weeding13. European Conference on Precision Agriculture (ECPA 2021), Jul 2021, Budapest, Hungary. pp.695-702, ⟨10.3920/978-90-8686-916-9_83⟩ |
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Overview of GeoLifeCLEF 2021: Predicting species distribution from 2 million remote sensing imagesCLEF 2021 Working Notes - 22nd Conference and Labs of the Evaluation Forum, Guglielmo Faggioli; Nicola Ferro; Alexis Joly; Maria Maistro; Florina Piroi, Sep 2021, Bucarest, Romania. pp.1451-1462, ⟨10.1109/ICPR48806.2021.9412643⟩ |
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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⟩ |
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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⟩ |
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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 |
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Overview of LifeCLEF 2020: A System-Oriented Evaluation of Automated Species Identification and Species Distribution PredictionCLEF 2020 - 11. 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⟩ |
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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 |
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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, Lisboa, Portugal. pp.542-549, ⟨10.1007/978-3-030-45442-5_70⟩ |
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Overview of LifeCLEF Plant Identification task 2020CLEF 2020 - Conference and Labs of the Evaluation Forum, The CLEF Initiative, Sep 2020, Thessaloniki, Greece |
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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 |
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Overview of LifeCLEF Plant Identification Task 2019: diving into Data Deficient Tropical CountriesConference and Labs of the Evaluation Forum (CLEF 2019), Linda Cappellato; Nicola Ferro; David E. Losada; Henning Müller, Sep 2019, Lugano, Switzerland |
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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 |
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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⟩ |
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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 |
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Overview of GeoLifeCLEF 2019: plant species prediction using environment and animal occurrencesConference and Labs of the Evaluation Forum (CLEF 2019), Sep 2019, Lugano, Switzerland |
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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⟩ |
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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⟩ |
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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 |
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Overview of GeoLifeCLEF 2018: location-based species recommendationCLEF 2018 - Conference and Labs of the Evaluation Forum, Sep 2018, Avignon, France |
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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⟩ |
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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 |
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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 |
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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 |
Going deeper in the automated identification of Herbarium specimensBotany - Botanical Crossroads, Jun 2017, Forth Worth, TX, United States |
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Pl@ntNet app in the era of deep learningICLR: International Conference on Learning Representations, Apr 2017, Toulon, France |
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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 |
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LifeCLEF 2017 Lab Overview: Multimedia Species Identification ChallengesCLEF: Conference and Labs of the Evaluation Forum, Sep 2017, Dublin, Ireland. pp.255-274, ⟨10.1007/978-3-319-65813-1_24⟩ |
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LifeCLEF Bird Identification Task 2017CLEF: Conference and Labs of the Evaluation Forum, Sep 2017, Dublin, Ireland |
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Pl@ntNet -My BusinessMM: Multimedia, Oct 2017, Mountain View, United States. pp.1-11 |
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Automated Herbarium Specimen Identification using Deep LearningTDWG 2017: Biodiversity Information Standards, Oct 2017, Ottawa, Canada. pp.e20302, ⟨10.3897/tdwgproceedings.1.20302⟩ |
An image-based Plant identification platform for thousands of speciesATBC: Association for Tropical Biology and Conservation, Jun 2016, Montpellier, France |
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Unsupervised Individual Whales Identification: Spot the Difference in the OceanWorking Notes of CLEF 2016 - Conference and Labs of the Evaluation forum, Sep 2016, Évora, Portugal. pp.469-480 |
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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 |
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LifeCLEF 2016: Multimedia Life Species Identification ChallengesCLEF 2016 - 7th International Conference of the Cross-Language Evaluation Forum for European Languages, Sep 2016, Évora, Portugal. pp.286-310, ⟨10.1007/978-3-319-44564-9_26⟩ |
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Floristic participation at LifeCLEF 2016 Plant Identification TaskWorking Notes of CLEF 2016 - Conference and Labs of the Evaluation forum, Sep 2016, Évora, Portugal. pp.450-458 |
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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⟩ |
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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⟩ |
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Crowdsourcing Biodiversity Monitoring: How Sharing your Photo Stream can Sustain our PlanetMM 2016 - 24th International Conference on Multimedia, Oct 2016, Amsterdam, Netherlands. pp.958-967, ⟨10.1145/2964284.2976762⟩ |
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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 |
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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 |
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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⟩ |
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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 |
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LifeCLEF Plant Identification Task 2015CLEF: Conference and Labs of the Evaluation Forum, Sep 2015, Toulouse, France |
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LifeCLEF Bird Identification Task 2015CLEF: Conference and Labs of the Evaluation Forum, Sep 2015, Toulouse, France |
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⟩ |
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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⟩ |
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Shared nearest neighbors match kernel for bird songs identification -LifeCLEF 2015 challengeCLEF 2015 - Working Notes of the Conference and Labs of the Evaluation Forum, Sep 2015, Toulouse, France |
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Instance-based Bird Species Identification with Undiscriminant Features PruningWorking Notes of CLEF 2014 - Conference and Labs of the Evaluation Forum, Sep 2014, Sheffield, United Kingdom. pp.625-633 |
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LifeCLEF: Multimedia Life Species IdentificationEMR: Environmental Multimedia Retrieval, Apr 2014, Glasgow, United Kingdom. pp.7-13 |
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⟩ |
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LifeCLEF Bird Identification Task 2014CLEF: Conference and Labs of the Evaluation Forum, Sep 2014, Sheffield, United Kingdom. pp.585-597 |
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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⟩ |
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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⟩ |
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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 |
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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 |
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Fine-grained Visual Faceted SearchMM 2014 - 22nd ACM International Conference on Multimedia, Nov 2014, Orlando, United States. pp.721-722, ⟨10.1145/2647868.2654875⟩ |
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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 |
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Small objects query suggestion in a large web-image collectionMM 2013 - 21st ACM International Conference on Multimedia, Oct 2013, Barcelone, Spain. pp.417-418, ⟨10.1145/2502081.2502248⟩ |
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OTmedia: The French Transmedia News ObservatoryMM 2013 - 21st ACM International Conference on Multimedia, Oct 2013, Barcelone, Spain. pp.441-442, ⟨10.1145/2502081.2502260⟩ |
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Collaborative validation of visual data through the Pl@ntNet identification systemTDWG 2013 - Annual Conference, Oct 2013, Florence, Italy |
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The ImageCLEF 2013 Plant Identification TaskCLEF, Sep 2013, Valencia, Spain |
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Inria's participation at ImageCLEF 2013 Plant Identification TaskCLEF (Online Working Notes/Labs/Workshop) 2013, Sep 2013, Valencia, Spain |
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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⟩ |
The Imageclef Plant Identification Task 2013MAED: Multimedia Analysis for Ecological Data, Oct 2013, Barcelone, Spain. pp.23-28, ⟨10.1145/2509896.2509902⟩ |
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Pl@ntNet Mobile AppMM 2013 - 21st ACM International Conference on Multimedia, Oct 2013, Barcelona, Spain. pp.423-424, ⟨10.1145/2502081.2502251⟩ |
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Visual-Based Transmedia Events DetectionMM 2012 - 20th ACM International Conference on Multimedia, ACM, Nov 2012, Nara, Japan. pp.1351-1352, ⟨10.1145/2393347.2396480⟩ |
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Inria IMEDIA2's Participation at ImageCLEF 2012 Plant Identification TaskCLEF (Online Working Notes/Labs/Workshop) 2012, Sep 2012, Rome, Italy |
Scalable Mining of Small Visual ObjectsMM'12: 20th ACM international conference on Multimedia, Oct 2012, Nara, Japan. pp.599-608 |
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The ImageCLEF 2012 Plant Identification TaskCLEF'2012: Conference and Labs of the Evaluation Forum, Sep 2012, Rome, Italy |
Multi-Organ Plant IdentificationACM International Workshop on Multimedia Analysis for Ecological Data, Oct 2012, Nara, Japan. pp.41--44 |
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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 |
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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 |
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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⟩ |
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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 |
Access to botanical data through multimedia and collaborative retrievalConference on Multilingual and Multimodal Information Access Evaluation (CLEF), Sep 2011, Amsterdam, Netherlands |
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The Pl@ntnet project: plant computational identification and collaborative information systemIBC 2011 - XVIII International Botanical congress, Jul 2011, Melbourne, Australia |
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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⟩ |
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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⟩ |
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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⟩ |
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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⟩ |
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The ImageCLEF 2011 plant images classification taskImageCLEF 2011, Sep 2011, Amsterdam, Netherlands |
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 |
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The CLEF 2011 Plant Images Classification TaskImageCLEF 2011, Vivien Petras; Pamela Forner; Paul Clough; Nicola Ferro, Sep 2011, Amsterdam, Netherlands |
The Pl@ntnet project: plant computational identification and collaborative information systemIBC2011. XVIII International Botanical Congress, Jul 2011, Melbourne, Australia |
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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⟩ |
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Participation of INRIA & Pl@ntNet to ImageCLEF 2011 plant images classification taskImageCLEF 2011, Sep 2011, Amsterdam, Netherlands. pp.0-0 |
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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⟩ |
A posteriori multi-probe locality sensitive hashingMM08: ACM Multimedia Conference 2008, Oct 2008, Vancouver British Columbia Canada, France. pp.209-218, ⟨10.1145/1459359.1459388⟩ |
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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⟩ |
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Video Copy Detection: a Comparative StudyCIVR 2007, Jul 2007, Amsterdam, France |
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On the Edge of the Sixth Mass Extinction in Biodiversity Hotspots: Facts, needs, solutions and opportunities in Thailand and adjacent countriesJulien Claude; Noppadon Kitana. CU Press, 2024 |
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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⟩ |
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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⟩ |
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Citizen scientists contribution to monitor Asian biodiversity: a case study on flora of Peninsula MalaysiaJulien Claude; Noppadon Kitana. On the Edge of the Sixth Mass Extinction in Biodiversity Hotspots: Facts, needs, solutions and opportunities in Thailand and adjacent countries, CU press, pp.139-160, 2024 |
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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⟩ |
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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⟩ |
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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⟩ |
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⟩ |
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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⟩ |
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