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Author

Titouan Lorieul

Observed names: Lorieul, Titouan, Titouan, Lorieul
Observed institutions: California Institute of Technology, Centre National de la Recherche Scientifique, Institut national de recherche en sciences et technologies du numérique, EURECOM, Université de Montpellier, Université Paul-Valéry Montpellier, Florida Gulf Coast University, University of Hawaii at Hilo, Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement, Laboratoire d'Informatique, de Robotique et de Microélectronique de Montpellier, UMR Botanique et Modélisation de l’Architecture des Plantes et des végétations, University of West Bohemia in Pilsen
ORCID: 0000-0001-5228-9238
Observed ORCID: 0000-0001-5228-9238
OpenAlex ID: A5013688289
Multi-Label Learning from Single Positive Labels
2021 · Elijah Cole, Oisin Mac Aodha, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 117
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Machine Learning Using Digitized Herbarium Specimens to Advance Phenological Research
2020 · Katelin D Pearson, Gil Nelson, et al. · BioScience · 111
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Toward a large‐scale and deep phenological stage annotation of herbarium specimens: Case studies from temperate, tropical, and equatorial floras
2019 · Titouan Lorieul, Katelin D. Pearson, et al. · Applications in Plant Sciences · 72
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Overview of LifeCLEF 2020: A System-Oriented Evaluation of Automated Species Identification and Species Distribution Prediction
2020 · Alexis Joly, Hervé Goëau, et al. · Lecture notes in computer science · 35
Overview of LifeCLEF 2022: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction
2022 · Alexis Joly, Hervé Goëau, et al. · Lecture notes in computer science · 23
Overview of LifeCLEF 2021: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction
2021 · Alexis Joly, Hervé Goëau, et al. · Lecture notes in computer science · 23
A comparative study of fine-grained classification methods in the context of the LifeCLEF plant identification challenge 2015
2015 · Champ, Julien, Lorieul, Titouan, et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 21
Pl@ntNet-300K: a plant image dataset with high label ambiguity and a long-tailed distribution
2021 · Garcin, Camille, Joly, Alexis, et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 19
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Set-valued classification -- overview via a unified framework
2021 · Chzhen, Evgenii, Denis, Christophe, et al. · arXiv (Cornell University) · 14
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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
2022 · Hervé Goëau, Titouan Lorieul, et al. · Plants · 12
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Categorizing plant images at the variety level: Did you say fine-grained?
2016 · Julien Champ, Titouan Lorieul, et al. · Pattern Recognition Letters · 9
Pl@ntNet-300K image dataset
2021 · Camille Garcin, Alexis Joly, et al. · Zenodo (CERN European Organization for Nuclear Research) · 8
Predicting species distributions in the open ocean with convolutional neural networks
2024 · Gaétan Morand, Alexis Joly, et al. · Peer Community Journal · 7
Overview of GeoLifeCLEF 2021: Predicting species distribution from 2 million remote sensing images
2021 · Lorieul, Titouan, Cole, Elijah, et al. · Agritrop (Cirad) · 5
Uncertainty in predictions of Deep Learning models for fine-grained classification
2020 · Titouan Lorieul · 5
The GeoLifeCLEF 2020 Dataset
2020 · Cole, Elijah, Deneu, Benjamin, et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 5
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Overview of LifeCLEF location-based species prediction task 2020 (GeoLifeCLEF)
2020 · Deneu, Benjamin, Lorieul, Titouan, et al. · Agritrop (Cirad) · 4
Customized e-floras: How to develop your own project on the Pl@ntNet platform
2021 · Antoine Affouard, Mathias Chouet, et al. · Biodiversity Information Science and Standards · 3
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LifeCLEF 2020 Teaser: Biodiversity Identification and Prediction Challenges
2020 · Alexis Joly, Hervé Goëau, et al. · Lecture notes in computer science · 3
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Static and dynamic autopsy of deep networks
2016 · Titouan Lorieul, Antoine Ghorra, et al. · International Workshop on Content-Based Multimedia Indexing (CBMI) · 3
MALPOLON: A Framework for Deep Species Distribution Modeling
2024 · Larcher, Theo, Picek, Lukas, et al. · DORA WSL (Swiss Federal Institute for Forest, Snow and Landscape Research) · 1
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LifeCLEF 2023 Teaser: Species Identification and Prediction Challenges
2023 · Alexis Joly, Hervé Goëau, et al. · Lecture notes in computer science · 1
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Species Distribution Modeling based on aerial images and environmental features with Convolutional Neural Networks
2022 · Leblanc, César, Joly, Alexis, et al. · Agritrop (Cirad) · 1
LifeCLEF 2021 Teaser: Biodiversity Identification and Prediction Challenges
2021 · Alexis Joly, Hervé Goëau, et al. · Lecture notes in computer science · 1
Large-scale and fine-grained phenological stage annotation of herbarium specimens datasets
2019 · Lorieul, Titouan, Pearson, Katelin D., et al. · Figshare · 1
Works count: 37
Citation count: 509
H-index: 10
I10-index: 10
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