Publications

Machine Learning

Discrepancy-Based Active Learning for Domain Adaptation

The goal of the paper is to design active learning strategies which lead to domain adaptation under an assumption of covariate shift in the case of Lipschitz labeling function. Building on previous work by Mansour et al. (2009) we adapt the concept…

Antoine de Mathelin, François Deheeger, Mathilde Mougeot, Nicolas Vayatis

International Conference on Learning Representations - 2022

Life Sciences

Evaluation methods to assess the e cacy of equinovarus foot surgery on the gait of post-stroke hemiplegic patients: A literature review

Evaluation methods to assess the e cacy of equinovarus foot surgery on the gait of post-stroke hemiplegic patients: A literature review.

Nicolas de l'Escalopier, Cyril Voisard, Mona Michaud, Albane Moreau, Sylvain Jung, Brian Tervil, Nicolas Vayatis, Laurent Oudre, Damien Ricard

Frontiers in Neurology - 2022

Sensory Organs

Congenital trochlear-oculomotor synkinesis with ptosis

Maxence Rateaux, Romain Touze, Dominique Bremond-Gignac

Clinical and Experimental Optometry - 2022

Sensory Organs

Développement d’un jeu sérieux pour la formation des orthoptistes : « orthoptist simulator »

A. Daruich, Maxence Rateaux, L. Sordello, A. Sar, E. Batté, P. Saint Dizier, D. Bremond-Gignac

Journal Français d'Ophtalmologie - 2022

Cognitive science

Neurodevelopmental Disorder in a Child with High Intellectual Potential: Contribution of an Integrative Neuropsychomotor Standardized Assessment, Neuropsychological, and Eye-Tracking in a Single-Case Study

Soukaina Hamdioui, Matthieu Robert, Maxence Rateaux, Chantal Clouard, Laurence Vaivre-Douret

Advances in Neurodevelopmental Disorders - 2022

Image Processing

Breaking down Polyblur: Fast Blind Correction of Small Anisotropic Blurs

Polyblur is a two stage blind deblurring technique for removing small-sized blurs, like small camera shake or the lens point-spread function, proposed in 2021 by Delbracio et al. First, the blur is modeled with a zero-mean anisotropic Gaussian…

Thomas Eboli, Jean-Michel Morel, Gabriele Facciolo

Image Processing On Line - 2022

Analysis of PDEs

On the dynamics of the roots of polynomials under differentiation

Thomas Alazard, Omar Lazar, Quoc Hung Nguyen

Journal de Mathématiques Pures et Appliquées - 2022

Analysis of PDEs

Quasilinearization of the 3D Muskat equation, and applications to the critical Cauchy problem

Thomas Alazard, Quoc-Hung Nguyen

Advances in Mathematics - 2022

Mathematics

Detecting Methane Plumes using PRISMA: Deep Learning Model and Data Augmentation

The new generation of hyperspectral imagers, such as PRISMA, has improved significantly our detection capability of methane (CH4) plumes from space at high spatial resolution (30m). We present here a complete framework to identify CH4 plumes using…

Alexis Groshenry, Clement Giron, Thomas Lauvaux, Alexandre d'Aspremont, Thibaud Ehret

NeurIPS 2022 Workshop on Tackling Climate Change with Machine Learning. - 2022

Computer Science

Development Efforts for Reproducible Research: Platform, Library and Editorial Investment

Reproducible research in pattern recognition can be viewed from a number of angles, including code execution, platforms that promote reproducibility, code sharing, or the release of libraries providing access to relevant algorithms in the…

Miguel Colom, José Armando Hernández, Bertrand Kerautret, Benjamin Perret

RRPR 2022: Reproducible Research in Pattern Recognition - 2022