TL

Titouan Lorieul

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Publications

Image document

Predicting species distributions in the open ocean with convolutional neural networks

Gaétan Morand , Alexis Joly , Tristan Rouyer , Titouan Lorieul , Julien Barde
Peer Community Journal, 2024, 4, pp.e93. ⟨10.24072/pcjournal.471⟩
Article dans une revue hal-04754491 v1
Image document

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⟩
Article dans une revue hal-03601464 v1
Image document

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 et al.
Biodiversity Information Science and Standards, 2021, 5, pp.1-4. ⟨10.3897/biss.5.73857⟩
Article dans une revue hal-03338811 v1
Image document

Machine Learning Using Digitized Herbarium Specimens to Advance Phenological Research

Katelin D. Pearson , Gil Nelson , Myla Aronson , Pierre Bonnet , Laura Brenskelle et al.
Bioscience, 2020, 70 (7), pp.610-620. ⟨10.1093/biosci/biaa044⟩
Article dans une revue hal-02573627 v1
Image document

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 et al.
Applications in Plant Sciences, 2019, 7 (3), pp.e01233. ⟨10.1002/aps3.1233⟩
Article dans une revue hal-02137748 v1
Image document

Categorizing plant images at the variety level: Did you say fine-grained?

Julien Champ , Titouan Lorieul , Pierre Bonnet , Najate Maghnaoui , Christophe Sereno et al.
Pattern Recognition Letters, 2016, 81, pp.71-79. ⟨10.1016/j.patrec.2016.05.022⟩
Article dans une revue lirmm-01348914 v1
Image document

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 - 23rd 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-03817452 v1

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 et al.
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⟩
Communication dans un congrès hal-03807746 v1
Image document

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 et al.
ECIR 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-03641389 v1
Image document

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 et al.
CLEF 2022 Working Notes - 23rd Conference and Labs of the Evaluation Forum, Sep 2022, Bologne, Italy. pp.1940-1956
Communication dans un congrès lirmm-03793595 v1
Image document

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 et al.
NeurIPS 2021 - 35th Conference on Neural Information Processing Systems, Dec 2021, Virtual Conference, France. ⟨10.5281/zenodo.5645731⟩
Communication dans un congrès hal-03474556 v2
Image document

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 et al.
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⟩
Communication dans un congrès hal-03415990 v1

Multi-Label Learning from Single Positive Labels

Elijah Cole , Oisin Mac Aodha , Titouan Lorieul , Pietro Perona , Dan Morris et al.
CVPR 2021 - 33rd Computer Vision and Pattern Recognition Conference, Jun 2021, (Virtual), United States. ⟨10.48550/arXiv.2106.09708⟩
Communication dans un congrès hal-04612107 v1
Image document

Overview of GeoLifeCLEF 2021: Predicting species distribution from 2 million remote sensing images

Titouan Lorieul , Elijah Cole , Benjamin Deneu , Maximilien Servajean , Pierre Bonnet et al.
CLEF 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⟩
Communication dans un congrès hal-03353487 v1
Image document

LifeCLEF 2020 Teaser: Biodiversity Identification and Prediction Challenges

Alexis Joly , Hervé Goëau , Christophe Botella , Rafael Ruiz de Castaneda , Hervé Glotin et al.
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⟩
Communication dans un congrès hal-02873670 v1
Image document

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 et al.
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⟩
Communication dans un congrès hal-02945382 v1
Image document

Overview of LifeCLEF location-based species prediction task 2020 (GeoLifeCLEF)

Benjamin Deneu , Titouan Lorieul , Elijah Cole , Maximilien Servajean , Christophe Botella et al.
CLEF 2020 - Conference and Labs of the Evaluation Forum, Sep 2020, Thessaloniki, Greece
Communication dans un congrès hal-02989077 v1
Image document

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
Communication dans un congrès hal-02421210 v1
Image document

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
Communication dans un congrès hal-01182788 v1
Image document

Pl@ntNet, ten years of automatic plant identification and monitoring

Alexis Joly , Antoine Affouard , Mathias Chouet , Benjamin Deneu , Joaquim Estopinan et al.
IUCN - Congrès mondial de la nature, Sep 2021, Marseille, France.
Poster de conférence hal-03343235 v1