Benjamin Deneu

According to our database, Benjamin Deneu authored at least 20 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

LifeCLEF 2024 Teaser: Challenges on Species Distribution Prediction and Identification.

Alexis Joly, Lukás Picek, Stefan Kahl, Hervé Goëau, Vincent Espitalier, Christophe Botella, Benjamin Deneu, Diego Marcos, Joaquim Estopinan, César Leblanc, Théo Larcher, Milan Sulc, Marek Hrúz, Maximilien Servajean, Jirí Matas, Hervé Glotin, Robert Planqué, Willem-Pier Vellinga, Holger Klinck, Tom Denton, Andrew M. Durso, Ivan Eggel, Pierre Bonnet, Henning Müller

Proceedings of the Advances in Information Retrieval, 2024

2023

Overview of LifeCLEF 2023: Evaluation of AI Models for the Identification and Prediction of Birds, Plants, Snakes and Fungi.

Alexis Joly, Christophe Botella, Lukás Picek, Stefan Kahl, Hervé Goëau, Benjamin Deneu, Diego Marcos, Joaquim Estopinan, César Leblanc, Théo Larcher, Rail Chamidullin, Milan Sulc, Marek Hrúz, Maximilien Servajean, Hervé Glotin, Robert Planqué, Willem-Pier Vellinga, Holger Klinck, Tom Denton, Ivan Eggel, Pierre Bonnet, Henning Müller

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2023

Overview of GeoLifeCLEF 2023: Species Composition Prediction with High Spatial Resolution at Continental Scale Using Remote Sensing.

Christophe Botella, Benjamin Deneu, Diego Marcos Gonzalez, Maximilien Servajean, Théo Larcher, César Leblanc, Joaquim Estopinan, Pierre Bonnet, Alexis Joly

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

2022

Interprétabilité des modèles de distribution d'espèces basés sur des réseaux de neurones convolutifs. (Interpretability of species distribution models based on deep convolutional learning).

Benjamin Deneu

PhD thesis, 2022

LifeCLEF 2022 Teaser: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction.

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

Proceedings of the Advances in Information Retrieval, 2022

Overview of GeoLifeCLEF 2022: Predicting Species Presence from Multi-modal Remote Sensing, Bioclimatic and Pedologic Data.

Titouan Lorieul, Elijah Cole, Benjamin Deneu, Maximilien Servajean, Pierre Bonnet, Alexis Joly

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

Overview of LifeCLEF 2022: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction.

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

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2022

2021

Convolutional neural networks improve species distribution modelling by capturing the spatial structure of the environment.

Benjamin Deneu, Maximilien Servajean, Pierre Bonnet, Christophe Botella, François Munoz, Alexis Joly

PLoS Comput. Biol., 2021

LifeCLEF 2021 Teaser: Biodiversity Identification and Prediction Challenges.

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

Proceedings of the Advances in Information Retrieval, 2021

Overview of GeoLifeCLEF 2021: Predicting species distribution from 2 million remote sensing images.

Titouan Lorieul, Elijah Cole, Benjamin Deneu, Maximilien Servajean, Pierre Bonnet, Alexis Joly

Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

Overview of LifeCLEF 2021: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction.

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

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2021

2020

The GeoLifeCLEF 2020 Dataset.

Elijah Cole, Benjamin Deneu, Titouan Lorieul, Maximilien Servajean, Christophe Botella, Dan Morris, Nebojsa Jojic, Pierre Bonnet, Alexis Joly

CoRR, 2020

How Do Deep Convolutional SDM Trained on Satellite Images Unravel Vegetation Ecology?

Benjamin Deneu, Alexis Joly, Pierre Bonnet, Maximilien Servajean, François Munoz

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

LifeCLEF 2020 Teaser: Biodiversity Identification and Prediction Challenges.

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

Proceedings of the Advances in Information Retrieval, 2020

Overview of LifeCLEF 2020: A System-Oriented Evaluation of Automated Species Identification and Species Distribution Prediction.

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

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2020

Participation of LIRMM / Inria to the GeoLifeCLEF 2020 Challenge.

Benjamin Deneu, Maximilien Servajean, Pierre Bonnet, François Munoz, Alexis Joly

Proceedings of the Working Notes of CLEF 2020, 2020

Overview of LifeCLEF Location-based Species Prediction Task 2020 (GeoLifeCLEF).

Benjamin Deneu, Titouan Lorieul, Elijah Cole, Maximilien Servajean, Christophe Botella, Pierre Bonnet, Alexis Joly

Proceedings of the Working Notes of CLEF 2020, 2020

2019

Location-Based Plant Species Prediction Using A CNN Model Trained On Several Kingdoms - Best Method Of GeoLifeCLEF 2019 Challenge.

Mathilde Negri, Maximilien Servajean, Benjamin Deneu, Alexis Joly

Proceedings of the Working Notes of CLEF 2019, 2019

Evaluation of Deep Species Distribution Models Using Environment and Co-occurrences.

Benjamin Deneu, Maximilien Servajean, Christophe Botella, Alexis Joly

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2019

2018

Location-based Species Recommendation using Co-occurrences and Environment- GeoLifeCLEF 2018 Challenge.

Benjamin Deneu, Maximilien Servajean, Christophe Botella, Alexis Joly

Proceedings of the Working Notes of CLEF 2018, 2018