130 citations
- Centre de Coopération Internationale en Recherche Agronomique pour le DéveloppementFR13 papers
- UMR Botanique et Modélisation de l’Architecture des Plantes et des végétationsFR8 papers
- Centre National de la Recherche ScientifiqueFR6 papers
- Institut Montpelliérain Alexander GrothendieckFR6 papers
- Data Management (Italy)IT5 papers
- Institut National Polytechnique de ToulouseFR5 papers
- Laboratoire d'Informatique, de Robotique et de Microélectronique de MontpellierFR5 papers
- Université de MontpellierFR5 papers
- Amélioration Génétique et Adaptation des Plantes méditerranéennes et tropicalesFR4 papers
- Institut National de Recherche pour l'Agriculture, l'Alimentation et l'EnvironnementFR4 papers
- Centre de Biologie pour la Gestion des PopulationsFR3 papers
- AgroécologieFR2 papers
22 papers
A Comprehensive Database of Leaf Temperature, Water, and CO 2 Fluxes in Young Oil Palm Plants Across Diverse Climate Scenarios
Raphael Perez, Valentin Torrelli, Sandrine Roques +8
Functional-structural plant models (FSPM) replicate plants' responses to their environment and are useful for predicting behavior in a changing climate. However, they rely on detai…
Overview of PlantCLEF 2021: cross-domain plant identification
Herve Goeau, Pierre Bonnet, Alexis Joly
Automated plant identification has improved considerably thanks to recent advances in deep learning and the availability of training data with more and more field photos. However,…
Overview of PlantCLEF 2023: Image-based Plant Identification at Global Scale
Herve Goeau, Pierre Bonnet, Alexis Joly
The world is estimated to be home to over 300,000 species of vascular plants. In the face of the ongoing biodiversity crisis, expanding our understanding of these species is crucia…
Model-free algorithms for fast node clustering in SBM type graphs and application to social role inference in animals
Bertrand Cloez, Adrien Cotil, Jean-Baptiste Menassol +1
We propose a novel family of model-free algorithms for node clustering and parameter inference in graphs generated from the Stochastic Block Model (SBM), a fundamental framework in…
Overview of PlantCLEF 2024: multi-species plant identification in vegetation plot images
Herve Goeau, Vincent Espitalier, Pierre Bonnet +1
Plot images are essential for ecological studies, enabling standardized sampling, biodiversity assessment, long-term monitoring and remote, large-scale surveys. Plot images are typ…
Estimating Marginal Likelihoods in Likelihood-Free Inference via Neural Density Estimation
Paul Bastide, Arnaud Estoup, Jean-Michel Marin +1
The marginal likelihood, or evidence, plays a central role in Bayesian model selection, yet remains notoriously challenging to compute in likelihood-free settings. While Simulation…