フォロー
Titouan Lorieul
Titouan Lorieul
Inria, LIRMM, Université de Montpellier
確認したメール アドレス: inria.fr
タイトル
引用先
引用先
Machine learning using digitized herbarium specimens to advance phenological research
KD Pearson, G Nelson, MFJ Aronson, P Bonnet, L Brenskelle, CC Davis, ...
BioScience 70 (7), 610-620, 2020
472020
Toward a large‐scale and deep phenological stage annotation of herbarium specimens: Case studies from temperate, tropical, and equatorial floras
T Lorieul, KD Pearson, ER Ellwood, H Goëau, JF Molino, PW Sweeney, ...
Applications in Plant Sciences 7 (3), e01233, 2019
472019
A comparative study of fine-grained classification methods in the context of the LifeCLEF plant identification challenge 2015
J Champ, T Lorieul, M Servajean, A Joly
CLEF: Conference and Labs of the Evaluation forum, 2015
352015
Overview of LifeCLEF 2020: a system-oriented evaluation of automated species identification and species distribution Prediction
A Joly, H Goëau, S Kahl, B Deneu, M Servajean, E Cole, L Picek, ...
International Conference of the Cross-Language Evaluation Forum for European …, 2020
312020
The GeoLifeCLEF 2020 Dataset
E Cole, B Deneu, T Lorieul, M Servajean, C Botella, D Morris, N Jojic, ...
arXiv preprint arXiv:2004.04192, 2020
162020
Multi-Label Learning from Single Positive Labels
E Cole, O Mac Aodha, T Lorieul, P Perona, D Morris, N Jojic
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
122021
Categorizing plant images at the variety level: Did you say fine-grained?
J Champ, T Lorieul, P Bonnet, N Maghnaoui, C Sereno, T Dessup, ...
Pattern Recognition Letters 81, 71-79, 2016
112016
Overview of LifeCLEF 2021: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction
A Joly, H Goëau, S Kahl, L Picek, T Lorieul, E Cole, B Deneu, ...
International Conference of the Cross-Language Evaluation Forum for European …, 2021
102021
Set-valued classification - overview via a unified framework
E Chzhen, C Denis, M Hebiri, T Lorieul
arXiv preprint arXiv:2102.12318, 2021
102021
Overview of LifeCLEF location-based species prediction task 2020 (GeoLifeCLEF)
B Deneu, T Lorieul, E Cole, M Servajean, C Botella, P Bonnet, A Joly
CLEF 2020, 2020
62020
Overview of GeoLifeCLEF 2021: Predicting species distribution from 2 million remote sensing images
T Lorieul, E Cole, B Deneu, M Servajean, P Bonnet, A Joly
Working Notes of CLEF 2021-Conference and Labs of the Evaluation Forum 2936 …, 2021
52021
LifeCLEF 2021 Teaser: Biodiversity Identification and Prediction Challenges
A Joly, H Goëau, E Cole, S Kahl, L Picek, H Glotin, B Deneu, M Servajean, ...
ECIR 2021, 601-607, 2021
42021
Uncertainty in predictions of Deep Learning models for fine-grained classification
T Lorieul
Université Montpellier, 2020
32020
Static and dynamic autopsy of deep networks
T Lorieul, A Ghorra, B Merialdo
2016 14th International Workshop on Content-Based Multimedia Indexing (CBMI …, 2016
32016
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
H Goëau, T Lorieul, P Heuret, A Joly, P Bonnet
Plants 11 (4), 530, 2022
22022
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
T Lorieul, A Joly
CAP 2019-21ième PFIA Conférence sur l'Apprentissage Automatique, 2019
12019
LifeCLEF 2022 Teaser: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction
A Joly, H Goëau, S Kahl, L Picek, T Lorieul, E Cole, B Deneu, ...
European Conference on Information Retrieval, 390-399, 2022
2022
Classification Under Ambiguity: When Is Average-K Better Than Top-K?
T Lorieul, A Joly, D Shasha
arXiv preprint arXiv:2112.08851, 2021
2021
Customized e-floras: How to develop your own project on the Pl@ ntNet platform
A Affouard, M Chouet, JC Lombardo, H Gresse, H Goëau, T Lorieul, ...
Biodiversity Information Science and Standards 5, 1-4, 2021
2021
Pl@ntNet, ten years of automatic plant identification and monitoring
A Joly, A Affouard, M Chouet, B Deneu, J Estopinan, H Goëau, H Gresse, ...
IUCN-Congrès mondial de la nature, 2021
2021
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