Titouan Lorieul

Identifiants chercheurs

IdHAL :

titouan-lorieul

ORCID :

0000-0001-5228-9238

IdRef :

253127262

Présentation

Publications

Article dans une revue (6)

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-04754491v1
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-03601464v1
Customized e-floras: How to develop your own project on the Pl@ntNet platform Antoine Affouard,Mathias Chouet,Jean-Christophe Lombardo,Hugo Gresse,Hervé Goëauet al. Biodiversity Information Science and Standards, 2021, 5, pp.1-4. ⟨10.3897/biss.5.73857⟩ Article dans une revue hal-03338811v1
Machine Learning Using Digitized Herbarium Specimens to Advance Phenological Research Katelin D. Pearson,Gil Nelson,Myla Aronson,Pierre Bonnet,Laura Brenskelleet al. Bioscience, 2020, 70 (7), pp.610-620. ⟨10.1093/biosci/biaa044⟩ Article dans une revue hal-02573627v1
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 Molinoet al. Applications in Plant Sciences, 2019, 7 (3), pp.e01233. ⟨10.1002/aps3.1233⟩ Article dans une revue hal-02137748v1
Categorizing plant images at the variety level: Did you say fine-grained? Julien Champ,Titouan Lorieul,Pierre Bonnet,Najate Maghnaoui,Christophe Serenoet al. Pattern Recognition Letters, 2016, 81, pp.71-79. ⟨10.1016/j.patrec.2016.05.022⟩ Article dans une revue lirmm-01348914v1

Communication dans un congrès (13)

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 Lorieulet al. CLEF 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⟩ Communication dans un congrès hal-03807746v1
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 - 23. Conference and Labs of the Evaluation Forum, Guglielmo Faggioli; Nicola Ferro; Allan Hanbury; Martin Potthast, Sep 2022, Bologna, Italy. pp.2123-2150 Communication dans un congrès hal-03817452v1
LifeCLEF 2022 Teaser: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction Alexis Joly,Hervé Goëau,Stefan Kahl,Lukáš Picek,Titouan Lorieulet al. ECIR 2022 - 44. 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
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 Bonnetet al. CLEF 2022 Working Notes - 23. Conference and Labs of the Evaluation Forum, Sep 2022, Bologna, Italy. pp.1940-1956 Communication dans un congrès lirmm-03793595v1
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 Affouardet al. NeurIPS 2021 - 35th Conference on Neural Information Processing Systems, Dec 2021, Virtual Conference, France. ⟨10.5281/zenodo.5645731⟩ Communication dans un congrès hal-03474556v2
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 Lorieulet al. CLEF 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⟩ Communication dans un congrès hal-03415990v1
Multi-Label Learning from Single Positive Labels Elijah Cole,Oisin Mac Aodha,Titouan Lorieul,Pietro Perona,Dan Morriset 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-04612107v1
Overview of GeoLifeCLEF 2021: Predicting species distribution from 2 million remote sensing images Titouan Lorieul,Elijah Cole,Benjamin Deneu,Maximilien Servajean,Pierre Bonnetet 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-03353487v1
Overview of LifeCLEF location-based species prediction task 2020 (GeoLifeCLEF) Benjamin Deneu,Titouan Lorieul,Elijah Cole,Maximilien Servajean,Christophe Botellaet al. CLEF 2020 - Conference and Labs of the Evaluation Forum, Sep 2020, Thessaloniki, Greece Communication dans un congrès hal-02989077v1
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 Vellingaet al. CLEF 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⟩ Communication dans un congrès hal-02945382v1
LifeCLEF 2020 Teaser: Biodiversity Identification and Prediction Challenges Alexis Joly,Hervé Goëau,Christophe Botella,Rafael Ruiz de Castaneda,Hervé Glotinet al. ECIR 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⟩ Communication dans un congrès hal-02873670v1
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-02421210v1
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-01182788v1

Poster de conférence (1)

Pl@ntNet, ten years of automatic plant identification and monitoring Alexis Joly,Antoine Affouard,Mathias Chouet,Benjamin Deneu,Joaquim Estopinanet al. IUCN - Congrès mondial de la nature, Sep 2021, Marseille, France. Poster de conférence hal-03343235v1

Pré-publication, Document de travail (3)

Predicting species distributions in the open oceans with convolutional neural networks Gaétan Morand,Alexis Joly,Tristan Rouyer,Titouan Lorieul,Julien Barde 2023 Pré-publication, Document de travail hal-04204332v1
Set-valued classification -- overview via a unified framework Evgenii Chzhen,Christophe Denis,Mohamed Hebiri,Titouan Lorieul 2021 Pré-publication, Document de travail hal-03154625v1
The GeoLifeCLEF 2020 Dataset Elijah Cole,Benjamin Deneu,Titouan Lorieul,Maximilien Servajean,Christophe Botellaet al. 2020 Pré-publication, Document de travail hal-02989062v1

Thèse (1)

Uncertainty in predictions of Deep Learning models for fine-grained classification Titouan Lorieul Machine Learning [cs.LG]. Université Montpellier, 2020. English. ⟨NNT : 2020MONTS087⟩ Thèse tel-03040683v2