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Titouan Lorieul
Titouan Lorieul
Inria, LIRMM, Universitť de Montpellier
Verified email at inria.fr
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Cited by
Cited by
Year
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
792020
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
782021
Overview of lifeclef 2022: an evaluation of machine-learning based species identification and species distribution prediction
A Joly, H GoŽau, S Kahl, L Picek, T Lorieul, E Cole, B Deneu, ...
International Conference of the Cross-Language Evaluation Forum for European†…, 2022
592022
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 GoŽau, JF Molino, PW Sweeney, ...
Applications in Plant Sciences 7 (3), e01233, 2019
552019
Overview of lifeclef 2020: a system-oriented evaluation of automated species identification and species distribution prediction
A Joly, H GoŽau, S Kahl, B Deneu, M Servajean, E Cole, L Picek, ...
International Conference of the Cross-Language Evaluation Forum for European†…, 2020
522020
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
422015
Set-valued classification - overview via a unified framework
E Chzhen, C Denis, M Hebiri, T Lorieul
arXiv preprint arXiv:2102.12318, 2021
342021
The geolifeclef 2020 dataset
E Cole, B Deneu, T Lorieul, M Servajean, C Botella, D Morris, N Jojic, ...
arXiv preprint arXiv:2004.04192, 2020
342020
Pl@ntNet-300K: a plant image dataset with high label ambiguity and a long-tailed distribution
C Garcin, P Bonnet, A Affouard, JC Lombardo, M Chouet, M Servajean, ...
Thirty-fifth Conference on Neural Information Processing Systems Datasets†…, 2021
252021
Overview of GeoLifeCLEF 2022: Predicting Species Presence from Multi-modal Remote Sensing, Bioclimatic and Pedologic Data.
T Lorieul, E Cole, B Deneu, M Servajean, P Bonnet, A Joly
CLEF (Working Notes), 1940-1956, 2022
172022
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
CLEF (Working Notes), 1451-1462, 2021
132021
Uncertainty in predictions of deep learning models for fine-grained classification
T Lorieul
Universitť Montpellier, 2020
132020
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
122020
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
Lifeclef 2022 teaser: An evaluation of machine-learning based species identification and species distribution prediction
A Joly, H GoŽau, S Kahl, L Picek, T Lorieul, E Cole, B Deneu, ...
European Conference on Information Retrieval, 390-399, 2022
102022
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 GoŽau, T Lorieul, P Heuret, A Joly, P Bonnet
Plants 11 (4), 530, 2022
72022
Lifeclef 2023 teaser: Species identification and prediction challenges
A Joly, H GoŽau, S Kahl, L Picek, C Botella, D Marcos, M Šulc, M Hrķz, ...
European Conference on Information Retrieval, 568-576, 2023
62023
Classification Under Ambiguity: When Is Average-K Better Than Top-K?
T Lorieul, A Joly, D Shasha
arXiv preprint arXiv:2112.08851, 2021
52021
LifeCLEF 2020 Teaser: Biodiversity Identification and Prediction Challenges
A Joly, H GoŽau, S Kahl, C Botella, RR De Castaneda, H Glotin, E Cole, ...
European Conference on Information Retrieval, 542-549, 2020
42020
Static and dynamic autopsy of deep networks
T Lorieul, A Ghorra, B Merialdo
2016 14th International Workshop on Content-Based Multimedia Indexing (CBMI†…, 2016
42016
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