Titouan Lorieul

23 papers A* 1C 1Journal 6Unranked 14
YearRankTypeTitle / Venue / Authors
2024 — conf
MALPOLON: A Framework for Deep Species Distribution Modeling.
BMVC Workshops
Théo Larcher, Lukás Picek, Benjamin Deneu, Titouan Lorieul, Maximilien Servajean, Alexis Joly
2024 J jnl
MALPOLON: A Framework for Deep Species Distribution Modeling.
CoRR
Théo Larcher, Lukás Picek, Benjamin Deneu, Titouan Lorieul, Maximilien Servajean, Alexis Joly
2023 — conf
LifeCLEF 2023 Teaser: Species Identification and Prediction Challenges.
ECIR (3)
Alexis Joly, Hervé Goëau, Stefan Kahl, Lukás Picek, Christophe Botella, Diego Marcos, Milan Sulc, Marek Hrúz, Titouan Lorieul, Sara Si-Moussi, Maximilien Servajean, Benjamin Kellenberger, Elijah Cole, Andrew Durso, Hervé Glotin, Robert Planqué, Willem-Pier Vellinga, Holger Klinck, Tom Denton, Ivan Eggel, Pierre Bonnet, Henning Müller
2022 — conf
LifeCLEF 2022 Teaser: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction.
ECIR (2)
Alexis Joly, Hervé Goëau, Stefan Kahl, Lukás Picek, Titouan Lorieul, Elijah Cole, Benjamin Deneu, Maximilien Servajean, Andrew Durso, Isabelle Bolon, Hervé Glotin, Robert Planqué, Willem-Pier Vellinga, Holger Klinck, Tom Denton, Ivan Eggel, Pierre Bonnet, Henning Müller, Milan Sulc
2022 — conf
Overview of GeoLifeCLEF 2022: Predicting Species Presence from Multi-modal Remote Sensing, Bioclimatic and Pedologic Data.
CLEF (Working Notes)
Titouan Lorieul, Elijah Cole, Benjamin Deneu, Maximilien Servajean, Pierre Bonnet, Alexis Joly
2022 — conf
Overview of LifeCLEF 2022: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction.
CLEF
Alexis Joly, Hervé Goëau, Stefan Kahl, Lukás Picek, Titouan Lorieul, Elijah Cole, Benjamin Deneu, Maximilien Servajean, Andrew Durso, Hervé Glotin, Robert Planqué, Willem-Pier Vellinga, Amanda Navine, Holger Klinck, Tom Denton, Ivan Eggel, Pierre Bonnet, Milan Sulc, Marek Hrúz
2022 — conf
Species Distribution Modeling based on aerial images and environmental features with Convolutional Neural Networks.
CLEF (Working Notes)
César Leblanc, Alexis Joly, Titouan Lorieul, Maximilien Servajean, Pierre Bonnet
2021 J jnl
Classification Under Ambiguity: When Is Average-K Better Than Top-K?
CoRR
Titouan Lorieul, Alexis Joly, Dennis E. Shasha
2021 — conf
LifeCLEF 2021 Teaser: Biodiversity Identification and Prediction Challenges.
ECIR (2)
Alexis Joly, Hervé Goëau, Elijah Cole, Stefan Kahl, Lukás Picek, Hervé Glotin, Benjamin Deneu, Maximilien Servajean, Titouan Lorieul, Willem-Pier Vellinga, Pierre Bonnet, Andrew Durso, Rafael Luis Ruiz De Castaneda, Ivan Eggel, Henning Müller
2021 A* conf
Multi-Label Learning From Single Positive Labels.
CVPR
Elijah Cole, Oisin Mac Aodha, Titouan Lorieul, Pietro Perona, Dan Morris, Nebojsa Jojic
2021 J jnl
Multi-Label Learning from Single Positive Labels.
CoRR
Elijah Cole, Oisin Mac Aodha, Titouan Lorieul, Pietro Perona, Dan Morris, Nebojsa Jojic
2021 — conf
Overview of GeoLifeCLEF 2021: Predicting species distribution from 2 million remote sensing images.
CLEF (Working Notes)
Titouan Lorieul, Elijah Cole, Benjamin Deneu, Maximilien Servajean, Pierre Bonnet, Alexis Joly
2021 — conf
Overview of LifeCLEF 2021: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction.
CLEF
Alexis Joly, Hervé Goëau, Stefan Kahl, Lukás Picek, Titouan Lorieul, Elijah Cole, Benjamin Deneu, Maximilien Servajean, Andrew Durso, Isabelle Bolon, Hervé Glotin, Robert Planqué, Rafael Luis Ruiz De Castaneda, Willem-Pier Vellinga, Holger Klinck, Tom Denton, Ivan Eggel, Pierre Bonnet, Henning Müller
2021 — conf
Pl@ntNet-300K: a plant image dataset with high label ambiguity and a long-tailed distribution.
NeurIPS Datasets and Benchmarks
Camille Garcin, Alexis Joly, Pierre Bonnet, Antoine Affouard, Jean-Christophe Lombardo, Mathias Chouet, Maximilien Servajean, Titouan Lorieul, Joseph Salmon
2021 J jnl
Set-valued classification - overview via a unified framework.
CoRR
Evgenii Chzhen, Christophe Denis, Mohamed Hebiri, Titouan Lorieul
2020 — conf
LifeCLEF 2020 Teaser: Biodiversity Identification and Prediction Challenges.
ECIR (2)
Alexis Joly, Hervé Goëau, Stefan Kahl, Christophe Botella, Rafael Luis Ruiz De Castaneda, Hervé Glotin, Elijah Cole, Julien Champ, Benjamin Deneu, Maximilien Servajean, Titouan Lorieul, Willem-Pier Vellinga, Fabian-Robert Stöter, Andrew Durso, Pierre Bonnet, Henning Müller
2020 — conf
Overview of LifeCLEF 2020: A System-Oriented Evaluation of Automated Species Identification and Species Distribution Prediction.
CLEF
Alexis Joly, Hervé Goëau, Stefan Kahl, Benjamin Deneu, Maximilien Servajean, Elijah Cole, Lukás Picek, Rafael Luis Ruiz De Castañeda, Isabelle Bolon, Andrew Durso, Titouan Lorieul, Christophe Botella, Hervé Glotin, Julien Champ, Ivan Eggel, Willem-Pier Vellinga, Pierre Bonnet, Henning Müller
2020 — conf
Overview of LifeCLEF Location-based Species Prediction Task 2020 (GeoLifeCLEF).
CLEF (Working Notes)
Benjamin Deneu, Titouan Lorieul, Elijah Cole, Maximilien Servajean, Christophe Botella, Pierre Bonnet, Alexis Joly
2020 J jnl
The GeoLifeCLEF 2020 Dataset.
CoRR
Elijah Cole, Benjamin Deneu, Titouan Lorieul, Maximilien Servajean, Christophe Botella, Dan Morris, Nebojsa Jojic, Pierre Bonnet, Alexis Joly
2020 — —
Uncertainty in predictions of deep learning models for fine-grained classification. (Incertitude des prédictions dans les modèles d'apprentissage profonds appliqués à la classification fine).
Titouan Lorieul
2016 J jnl
Categorizing plant images at the variety level: Did you say fine-grained?
Pattern Recognit. Lett.
Julien Champ, Titouan Lorieul, Pierre Bonnet, Najate Maghnaoui, Christophe Sereno, Thierry Dessup, Jean-Michel Boursiquot, Laurent Audeguin, Thierry Lacombe, Alexis Joly
2016 C conf
Static and dynamic autopsy of deep networks.
CBMI
Titouan Lorieul, Antoine Ghorra, Bernard Mérialdo
2015 — conf
A Comparative Study of Fine-grained Classification Methods in the Context of the LifeCLEF Plant Identification Challenge 2015.
CLEF (Working Notes)
Julien Champ, Titouan Lorieul, Maximilien Servajean, Alexis Joly