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

Pairwise Feature Learning for Unseen Plant Disease Recognition
Abel Yu Hao Chai, Sue Han Lee, Fei Siang Tay, Yi Lung Then, Hervé Goëau, Pierre Bonnet, Alexis Joly
- Published: 01 Jan 2023, Last Modified: 02 Apr 2024
- ICIP 2023
- Readers: Everyone
Stochastic smoothing of the top-K calibrated hinge loss for deep imbalanced classification
Camille Garcin, Alexis Joly, Joseph Salmon, Maximilien Servajean
- 23 Sept 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Improve learning combining crowdsourced labels by weighting Areas Under the Margin
Tanguy Lefort, Benjamin Charlier, Alexis Joly, Joseph Salmon
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- Submitted to ICLR 2023
- Readers: Everyone
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
- 2022 (modified: 29 Sept 2022)
- CLEF (Working Notes) 2022
- Readers: Everyone
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
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CLEF 2022
- Readers: Everyone
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
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- ECIR (2) 2022
- Readers: Everyone
Overview of BirdCLEF 2022: Endangered bird species recognition in soundscape recordings
Stefan Kahl, Amanda Navine, Tom Denton, Holger Klinck, Patrick Hart, Hervé Glotin, Hervé Goëau, Willem-Pier Vellinga, Robert Planqué, Alexis Joly
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CLEF (Working Notes) 2022
- Readers: Everyone
Hyperspherical embedding for novel class classification
Rafael S. Pereira, alexis joly, Patrick Valduriez, Fábio Porto
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Submitted
- Readers: Everyone
Pl@ntNet-300K: a plant image dataset with high label ambiguity and a long-tailed distribution
Camille Garcin, alexis joly, Pierre Bonnet, Antoine Affouard, Jean-Christophe Lombardo, Mathias Chouet, Maximilien Servajean, Titouan Lorieul, Joseph Salmon
- Published: 11 Oct 2021, Last Modified: 23 May 2023
- NeurIPS 2021 Datasets and Benchmarks Track (Round 2)
- Readers: Everyone
Pl@ntNet-300K: a new plant image dataset for the evaluation of set-valued classifiers
Camille Garcin, alexis joly, Pierre Bonnet, Antoine Affouard, Jean-Christophe Lombardo, Mathias Chouet, Maximilien Servajean, Joseph Salmon
- 07 Jun 2021 (modified: 24 May 2023)
- Submitted to NeurIPS 2021 Datasets and Benchmarks Track (Round 1)
- Readers: Everyone

View all 135 publications

Co-Authors

View all 161 co-authors