Alexis Joly

Principal Researcher, INRIA

Joined

February 2017

Names

Alexis Joly (Preferred)

alexis joly

Emails

****@inria.fr (Confirmed)

Personal Links

Career & Education History

Principal Researcher

INRIA (inria.fr)

2020 – 2030

Researcher

Inria (inria.fr)

2011 – 2020

Advisors, Relations & Conflicts

Coauthor

Barbara Caputo

2011 – 2014

Coauthor

Olivier Buisson

2011 – 2014

Coauthor

Ivan Laptev

2007 – 2007

Expertise

machine learning

computer vision

multimedia information retrieval

biodiversity informatics

Present

Publications

Image Hashing via Cross-View Code Alignment in the Age of Foundation Models
Ilyass Moummad, Kawtar Zaher, Hervé Goeau, Alexis Joly
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Can Masked Autoencoders Also Listen to Birds?
Lukas Rauch, René Heinrich, Ilyass Moummad, Alexis Joly, Bernhard Sick, Christoph Scholz
- Accepted by TMLR
- Readers: Everyone
Adapting a global plant identification model to detect invasive alien plant species in high-resolution road side images
Vincent Espitalier, Jean-Christophe Lombardo, Hervé Goëau, Christophe Botella, Toke Thomas Høye, Mads Dyrmann, Pierre Bonnet, Alexis Joly
- Ecol. Informatics 2025
- Readers: Everyone
From underwater to drone: A novel multi-scale knowledge distillation approach for coral reef monitoring
Matteo Contini, Victor Illien, Julien Barde, Sylvain Poulain, Serge Bernard, Alexis Joly, Sylvain Bonhommeau
- Ecol. Informatics 2025
- Readers: Everyone
Overview of LifeCLEF 2025: Challenges on Species Presence Prediction and Identification, and Individual Animal Identification
Lukás Picek, Stefan Kahl, Hervé Goëau, Lukás Adam, Théo Larcher, César Leblanc, Maximilien Servajean, Klára Janousková, Jirí Matas, Vojtech Cermák, Kostas Papafitsoros, Robert Planqué, Willem-Pier Vellinga, Holger Klinck, Tom Denton, Juan Sebastián Cañas, Giulio Martellucci, Fabrice Vinatier, Pierre Bonnet, Alexis Joly
- CLEF 2025
- Readers: Everyone
A Two-Head Loss Function for Deep Average-K Classification
Camille Garcin, Maximilien Servajean, Alexis Joly, Joseph Salmon
- WACV 2025
- Readers: Everyone
LifeCLEF 2025 Teaser: Challenges on Species Presence Prediction and Identification, and Individual Animal Identification
Alexis Joly, Lukás Picek, Stefan Kahl, Hervé Goëau, Lukás Adam, Christophe Botella, Maximilien Servajean, Diego Marcos, César Leblanc, Théo Larcher, Jirí Matas, Klára Janousková, Vojtech Cermák, Kostas Papafitsoros, Robert Planqué, Willem-Pier Vellinga, Holger Klinck, Tom Denton, Pierre Bonnet, Henning Müller
- ECIR (5) 2025
- Readers: Everyone
GeoPlant: Spatial Plant Species Prediction Dataset
Lukas Picek, Christophe Botella, Maximilien Servajean, César Leblanc, Rémi Palard, Theo Larcher, Benjamin Deneu, Diego Marcos, Pierre Bonnet, Alexis Joly
- NeurIPS 2024 Track Datasets and Benchmarks Spotlight
- Readers: Everyone
MALPOLON: A Framework for Deep Species Distribution Modeling
Théo Larcher, Lukás Picek, Benjamin Deneu, Titouan Lorieul, Maximilien Servajean, Alexis Joly
- CoRR 2024
- Readers: Everyone
Applying the maximum entropy principle to multi-species neural networks improves species distribution models
Maxime Ryckewaert, Diego Marcos, Christophe Botella, Maximilien Servajean, Pierre Bonnet, Alexis Joly
- CoRR 2024
- Readers: Everyone

View all 191 publications

Co-Authors

View all 201 co-authors