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Titouan Lorieul

23
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Can Artificial Intelligence Help in the Study of Vegetative Growth Patterns from Herbarium Collections? An Evaluation of the Tropical Flora of the French Guiana Forest

Hervé Goëau , Titouan Lorieul , Patrick Heuret , Alexis Joly , Pierre Bonnet
Plants, 2022, 11 (4), pp.530-552. ⟨10.3390/plants11040530⟩
Journal articles hal-03601464v1
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Customized e-floras: How to develop your own project on the Pl@ntNet platform

Antoine Affouard , Mathias Chouet , Jean-Christophe Lombardo , Hugo Gresse , Hervé Goëau
Biodiversity Information Science and Standards, 2021, 5, pp.1-4. ⟨10.3897/biss.5.73857⟩
Journal articles hal-03338811v1
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Machine Learning Using Digitized Herbarium Specimens to Advance Phenological Research

Katelin D. Pearson , Gil Nelson , Myla Aronson , Pierre Bonnet , Laura Brenskelle
Bioscience, 2020, 70 (7), pp.610-620. ⟨10.1093/biosci/biaa044⟩
Journal articles hal-02573627v1
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Toward a large-scale and deep phenological stage annotation of herbarium specimens: Case studies from temperate, tropical, and equatorial floras

Titouan Lorieul , Katelin D. Pearson , Elizabeth R. Ellwood , Hervé Goëau , Jean‐francois Molino
Applications in Plant Sciences, 2019, 7 (3), pp.e01233. ⟨10.1002/aps3.1233⟩
Journal articles hal-02137748v1
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Categorizing plant images at the variety level: Did you say fine-grained?

Julien Champ , Titouan Lorieul , Pierre Bonnet , Najate Maghnaoui , Christophe Sereno
Pattern Recognition Letters, 2016, 81, pp.71-79. ⟨10.1016/j.patrec.2016.05.022⟩
Journal articles lirmm-01348914v1
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Species Distribution Modeling based on aerial images and environmental features with Convolutional Neural Networks

César Leblanc , Alexis Joly , Titouan Lorieul , Maximilien Servajean , Pierre Bonnet
CLEF 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
Conference papers hal-03817452v1
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Overview of GeoLifeCLEF 2022: Predicting species presence from multi-modal remote sensing, bioclimatic and pedologic data

Titouan Lorieul , Elijah Cole , Benjamin Deneu , Maximilien Servajean , Pierre Bonnet
CLEF 2022 - Working Notes of the Conference and Labs of the Evaluation Forum, Sep 2022, Bologne, Italy. pp.1940-1956
Conference papers lirmm-03793595v1

Overview of LifeCLEF 2022: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction

Alexis Joly , Hervé Goëau , Stefan Kahl , Lukáš Picek , Titouan Lorieul
CLEF 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⟩
Conference papers hal-03807746v1
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LifeCLEF 2022 Teaser: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction

Alexis Joly , Hervé Goëau , Stefan Kahl , Lukáš Picek , Titouan Lorieul
ECIR 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

Multi-Label Learning from Single Positive Labels

Elijah Cole , Oisin Mac Aodha , Titouan Lorieul , Pietro Perona , Dan Morris
CVPR 2021 - 33rd Computer Vision and Pattern Recognition Conference, Jun 2021, (Virtual), United States. ⟨10.48550/arXiv.2106.09708⟩
Conference papers hal-04612107v1
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Pl@ntNet-300K: a plant image dataset with high label ambiguity and a long-tailed distribution

Camille Garcin , Alexis Joly , Pierre Bonnet , Jean-Christophe Lombardo , Antoine Affouard
NeurIPS 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 GeoLifeCLEF 2021: Predicting species distribution from 2 million remote sensing images

Titouan Lorieul , Elijah Cole , Benjamin Deneu , Maximilien Servajean , Pierre Bonnet
CLEF 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 LifeCLEF 2021: an evaluation of Machine-Learning based Species Identification and Species Distribution Prediction

Alexis Joly , Hervé Goëau , Stefan Kahl , Lukáš Picek , Titouan Lorieul
CLEF 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⟩
Conference papers hal-03415990v1
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Overview of LifeCLEF location-based species prediction task 2020 (GeoLifeCLEF)

Benjamin Deneu , Titouan Lorieul , Elijah Cole , Maximilien Servajean , Christophe Botella
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 Prediction

Alexis Joly , Hervé Goëau , Stefan Kahl , Benjamin Deneu , Willem-Pier Vellinga
CLEF 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 Challenges

Alexis Joly , Hervé Goëau , Christophe Botella , Rafael Ruiz de Castaneda , Hervé Glotin
ECIR 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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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 neuronaux

Titouan Lorieul , Alexis Joly
CAP 2019 - 21e PFIA Conférence sur l'Apprentissage Automatique, Jul 2019, Toulouse, France
Conference papers hal-02421210v1
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A comparative study of fine-grained classification methods in the context of the LifeCLEF plant identification challenge 2015

Julien Champ , Titouan Lorieul , Maximilien Servajean , Alexis Joly
CLEF 2015 - Working Notes of the Conference and Labs of the Evaluation Forum, Sep 2015, Toulouse, France
Conference papers hal-01182788v1