François Munoz

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 7

Top Topics

Satellite Images

Convolutional Neural Networks

Top Venues

CLEF (Working Notes)

ICPR Workshops (6)

PLoS Comput. Biol.

Publications

Joaquim Estopinan, Pierre Bonnet, Maximilien Servajean, François Munoz, Alexis Joly
Modelling Species Distributions with Deep Learning to Predict Plant Extinction Risk and Assess Climate Change Impacts. CoRR (2024)
Joaquim Estopinan, Maximilien Servajean, Pierre Bonnet, Alexis Joly, François Munoz
Mapping global orchid assemblages with deep learning provides novel conservation insights. Ecol. Informatics 81 (2024)
Joaquim Estopinan, Maximilien Servajean, Pierre Bonnet, Alexis Joly, François Munoz
AI-based Mapping of the Conservation Status of Orchid Assemblages at Global Scale. CoRR (2024)
Benjamin Deneu, Maximilien Servajean, Pierre Bonnet, Christophe Botella, François Munoz, Alexis Joly
Convolutional neural networks improve species distribution modelling by capturing the spatial structure of the environment. PLoS Comput. Biol. 17 (4) (2021)
Benjamin Deneu, Alexis Joly, Pierre Bonnet, Maximilien Servajean, François Munoz
How Do Deep Convolutional SDM Trained on Satellite Images Unravel Vegetation Ecology? ICPR Workshops (6) (2020)
Benjamin Deneu, Maximilien Servajean, Pierre Bonnet, François Munoz, Alexis Joly
Participation of LIRMM / Inria to the GeoLifeCLEF 2020 Challenge. CLEF (Working Notes) (2020)
Christophe Botella, Pierre Bonnet, François Munoz, Pascal Monestiez, Alexis Joly
Overview of GeoLifeCLEF 2018: Location-based Species Recommendation. CLEF (Working Notes) (2018)