Rémi Emonet

Université Claude Bernard Lyon 1 — France

Computer Science · Physical Sciences

19h-index1.4kcitations145works0.22yr avg
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Research Topics

Anomaly Detection Techniques and Applications(24), Time Series Analysis and Forecasting(14), Human Pose and Action Recognition(13), Face and Expression Recognition(10), Video Surveillance and Tracking Methods(10)

Publications145 total

Physics-Informed Machine Learning for Modeling CO <sub>2</sub> Capture from Scarce Data
2025Open Access
Unrolled-SINDy: A Stable Explicit Method for Non linear PDE Discovery from Sparsely Sampled Data
ArXiv.org·2025Open Access
Provably Accurate Adaptive Sampling for Collocation Points in Physics-Informed Neural Networks
Lecture notes in computer science·2025Open Access
Speech transformer models for extracting information from baby cries
arXiv (Cornell University)·2025Open Access
Shaping Fine-Tuning of Geospatial Foundation Models: Effects of Label Availability and Temporal Resolution
SPIRE - Sciences Po Institutional REpository·2025
Photonic Self-Learning in Ultrafast Laser-Induced Complexity
ArXiv.org·2025Open Access
Méthode de quadrature pour les PINNs fondée théoriquement sur la hessienne des résiduels
arXiv (Cornell University)·2025Open Access
Acoustic evaluation of a neural network dedicated to the detection of animal vocalisations
arXiv (Cornell University)·2025Open Access
On the Closed-Form of Flow Matching: Generalization Does Not Arise from Target Stochasticity
arXiv (Cornell University)·2025Open Access
Premature baby cries remain different from those of full-term babies
The Journal of the Acoustical Society of America·2025Open Access
Corridors écologiques et connectivité acoustique : une nouvelle approche pour préserver la biodiversité sonore
SPIRE - Sciences Po Institutional REpository·2025
Visualization and quantification of coral reef soundscapes using CoralSoundExplorer software
PLoS Computational Biology·2025· 2 citedOpen Access
Image quality metrics for restricted gamut images produced by laser-induced printing on plasmonic films
Journal of the European Optical Society Rapid Publications·2025Open Access
Optimization of laser-induced printed colors for industrial applications
EPJ Web of Conferences·2025Open Access
Unsupervised Learning and Effective Complexity: Introducing JPG and Neural Sophistication
2024
Physics-Informed Machine Learning for Better Understanding Laser-Matter Interaction
2024Open Access
Historical Printed Ornaments: Dataset and Tasks
arXiv (Cornell University)·2024Open Access
Bregman Proximal Viewpoint on Neural Operators
SPIRE - Sciences Po Institutional REpository·2024Open Access
Length Independent PAC-Bayes Bounds for Simple RNNs
SPIRE - Sciences Po Institutional REpository·2024Open Access
Predicting laser energy absorption on nanostructured surfaces with deep learning
2024
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Frequent Co-authors

Jean‐Marc Odobez(13), Élisa Fromont(11), Marc Sebban(11), Damien Muselet(6), Alain Trémeau(6), Katayoun Farrahi(6), Romain Tavenard(6), Jagannadan Varadarajan(6), Damien Fourure(5), Christian Wolf(4), Tanguy Kerdoncuff(4), Manuel Cebrián(3), Daniela Hall(3), James L. Crowley(3), Olivier Alata(3), Anne-Claire Legrand(3), Hubert Konik(3), Simon Malinowski(3), Kevin Bascol(3), Valentina Zantedeschi(3)