TU2.SC3.4
FLoCoRA : FEDERATED LEARNING COMPRESSION WITH LOW-RANK ADAPTATION
Lucas Ribeiro, Mathieu Léonardon, IMT Atlantique, France; Guillaume Muller, Mines Saint-Etienne, Institut Henri Fayol, France; Virginie Fresse, Hubert Curien Laboratory, France; Matthieu Arzel, IMT Atlantique, France
Session:
TU2.SC3: Pattern Recognition and Classification Lecture
Track:
SiG-DML - Signal and Data Analytics for Machine Learning
Location:
Saint Clair 3
Presentation Time:
Tue, 27 Aug, 15:30 - 15:50 France Time (UTC +1)
Session Chair:
Paulo Goncalves, Inria, ENS de Lyon
Presentation
Discussion
Resources
No resources available.
Session TU2.SC3
TU2.SC3.1: LEARNING AND SCORING POINT PROCESS MODELS FOR OBJECT DETECTION IN SATELLITE IMAGES
Jules Mabon, Inria, Université Côte d'Azur, France; Mathias Ortner, Airbus Defence and Space, France; Josiane Zerubia, Inria, Université Côte d'Azur, France
TU2.SC3.2: ADEQUATE STRUCTURING OF THE LATENT SPACE FOR EASY CLASSIFICATION AND OUT-OF-DISTRIBUTION DETECTION
Maxime Ossonce, ESME, France; Pierre Duhamel, Universté Paris-Saclay/CNRS / CentraleSupelec, France; Florence Alberge, Université Paris-Saclay, France
TU2.SC3.3: DEEP MATRIX PROFILE FOR MANEUVER CLASSIFICATION IN LOW EARTH ORBIT SATELLITE TRAJECTORIES
Stéfan Baudier, Mines Paris, PSL University / Thales LAS France, France; Santiago Velasco-Forero, Mines Paris, PSL University, France; Franck Jean, Daniel Brooks, Thales LAS France, France; Jesus Angulo, Mines Paris, PSL University, France
TU2.SC3.4: FLoCoRA : FEDERATED LEARNING COMPRESSION WITH LOW-RANK ADAPTATION
Lucas Ribeiro, Mathieu Léonardon, IMT Atlantique, France; Guillaume Muller, Mines Saint-Etienne, Institut Henri Fayol, France; Virginie Fresse, Hubert Curien Laboratory, France; Matthieu Arzel, IMT Atlantique, France
TU2.SC3.5: FICUS: FEW-SHOT IMAGE CLASSIFICATION WITH UNSUPERVISED SEGMENTATION
Jonathan Lys, Frédéric Lin, Clément Béliveau, Jules Decaestecker, Yassir Bendou, Aymane Abdali, Bastien Pasdeloup, IMT Atlantique, France