Joseph Salmon

Centre National de la Recherche Scientifique — France

Engineering · Physical Sciences

23h-index2.4kcitations216works0.92yr avg
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Research Topics

Sparse and Compressive Sensing Techniques(61), Statistical Methods and Inference(47), Image and Signal Denoising Methods(26), Adaptive optics and wavefront sensing(26), Optical Systems and Laser Technology(20)

Publications216 total

Pl@ntNet-300K-v2 image dataset
Zenodo (CERN European Organization for Nuclear Research)·2026· 1 citedOpen Access
Seismic performance of school buildings in the 6 February 2023 Türkiye earthquakes
Canadian Journal of Civil Engineering·2025
Conformal Prediction for Long-Tailed Classification
arXiv (Cornell University)·2025Open Access
Class conditional conformal prediction for multiple inputs by p-value aggregation
arXiv (Cornell University)·2025Open Access
A Two-Head Loss Function for Deep Average-K Classification
2025· 2 citedOpen Access
Cooperative learning of Pl@ntNet's Artificial Intelligence algorithm: How does it work and how can we improve it?
Methods in Ecology and Evolution·2025· 6 citedOpen Access
Author response for "Cooperative learning of Pl@ntNet's Artificial Intelligence algorithm: how does it work and how can we improve it?"
2024
Author response for "Cooperative learning of Pl@ntNet's Artificial Intelligence algorithm: how does it work and how can we improve it?"
2024
Score-Based Change Detection For Gradient-Based Learning Machines
IEEE RESOURCE CENTERS·2024Open Access
Author response for "Cooperative learning of Pl@ntNet's Artificial Intelligence algorithm: how does it work and how can we improve it?"
2024· 1 cited
Cooperative learning of Pl@ntNet’s Artificial Intelligence algorithm using label aggregation
SPIRE - Sciences Po Institutional REpository·2024Open Access
peerannot: A framework for label aggregation in crowdsourced datasets
SPIRE - Sciences Po Institutional REpository·2024Open Access
Collective Intelligence and Collaborative Data Science
Harvard Data Science Review·2024· 1 citedOpen Access
Cooperative learning of Pl@ntNet's Artificial Intelligence algorithm: how does it work and how can we improve it?
arXiv (Cornell University)·2024· 2 citedOpen Access
Peerannot: classification for crowdsourced image datasets with Python
SPIRE - Sciences Po Institutional REpository·2024Open Access
Identify ambiguous tasks combining crowdsourced labels by weighting Areas Under the Margin
HAL (Le Centre pour la Communication Scientifique Directe)·2024· 1 cited
Weighting Areas Under the Margin in crowdsourced datasets
SPIRE - Sciences Po Institutional REpository·2023Open Access
A two-head loss function for deep Average-K classification
arXiv (Cornell University)·2023Open Access
Local linear convergence of proximal coordinate descent algorithm
Optimization Letters·2023· 1 citedOpen Access
Method for removing tilt control in adaptive optics systems
OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)·2023Open Access
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Frequent Co-authors

Normand M. Laurendeau(8), Alexandre Gramfort(8), Charles‐Alban Deledalle(7), Olivier Fercoq(6), Rebecca Willett(4), Eugène Ndiaye(4), Zachary T. Harmany(3), R. A. Sacks(3), R. Zacharias(3), Erlan S. Bliss(3), Lynn G. Seppala(3), Scott Winters(3), Samuel Vaiter(3), Paul J. Wegner(3), Robert P. Lucht(2), Galen B. King(2), Donald W. Sweeney(2), Arnak S. Dalalyan(2), T. J. Bogar(2), Miklos Sajben(2)