| 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 | 47 | 2020 |
| 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 | 47 | 2019 |
| 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 | 36 | 2015 |
| 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 | 31 | 2020 |
| The GeoLifeCLEF 2020 Dataset E Cole, B Deneu, T Lorieul, M Servajean, C Botella, D Morris, N Jojic, ... arXiv preprint arXiv:2004.04192, 2020 | 16 | 2020 |
| 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 | 12 | 2021 |
| 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 | 11 | 2021 |
| Set-valued classification - overview via a unified framework E Chzhen, C Denis, M Hebiri, T Lorieul arXiv preprint arXiv:2102.12318, 2021 | 11 | 2021 |
| 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 | 11 | 2016 |
| 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 | 7 | 2020 |
| 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 | 5 | 2021 |
| 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 | 4 | 2021 |
| Uncertainty in predictions of Deep Learning models for fine-grained classification T Lorieul Université Montpellier, 2020 | 3 | 2020 |
| Static and dynamic autopsy of deep networks T Lorieul, A Ghorra, B Merialdo 2016 14th International Workshop on Content-Based Multimedia Indexing (CBMI …, 2016 | 3 | 2016 |
| 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 | 2 | 2022 |
| 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 | 1 | 2022 |
| 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 | 1 | 2019 |
| 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 |
