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Publications

Cette page présente les publications du Centre Borelli déposées sur le serveur HAL.

Affichage des publications 121 à 130 sur 1553 au total

Optimization and Control

Structured Deformation Modeling with Implicit Deformation Modules

This paper presents a comprehensive theoretical exploration of implicit deformation modules and their application in shape analysis, especially registration problems. The implicit deformation module framework enables the generation of advanced…

Benjamin Charlier, Barbara Gris, Adel Redjimi, Alain Trouvé

Engineering Sciences

MQAD-net: multi-modal quantum-attentive deep learning framework for early mental health detection and personalized therapy recommendation

Mental health issues are a major global concern that not only affect millions of people but also create significant societal and economic costs. Traditional ways of diagnosing mental health problems are usually based on the opinions of experts, thus…

Khalil Hamdi Ateyeh Al-Shqeerat, Ahmad Hamed Al Abadleh, Sunil Kumar Sharma, Pankaj Kumar, Ghanshyam G Tejani, David Bassir

Egyptian Informatics Journal -

Machine Learning

Repulsive Monte Carlo on the sphere for the sliced Wasserstein distance

In this paper, we consider the problem of computing the integral of a function on the unit sphere, in any dimension, using Monte Carlo methods. Although the methods we present are general, our guiding thread is the sliced Wasserstein distance…

Vladimir Petrovic, Rémi Bardenet, Agnès Desolneux

Transactions on Machine Learning Research -

Machine Learning

Cascaded Transfer: Learning Many Tasks under Budget Constraints

In distributed applications, such as energy demand forecasting at the substation level or federated learning, a large number of related tasks must be learned by different models, while the exact task relationships are unknown. We propose the novel…

Eloi Campagne, Yvenn Amara-Ouali, Yannig Goude, Mathilde Mougeot, Argyris Kalogeratos

Santé publique et épidémiologie

Psychosocial work factors and subsequent mental health service use: a prospective study using the national ESPS survey in France

The objective was to study the prospective associations between psychosocial work factors and mental health service use. The study used data from the national French periodical ESPS survey collected in 2010, 2012, and 2014 and linked to the national…

Isabelle Niedhammer, Maël Quatrevaux, Sandrine Bertrais

European Journal of Public Health -

Differential Geometry

Barycentric subspace analysis of network-valued data

Certain data are naturally modeled by networks or weighted graphs, be they biological networks or mobility networks. When there is no canonical labeling of the nodes across the dataset, we talk about unlabeled networks. In this paper, we focus on…

Elodie Maignant, Xavier Pennec, Alain Trouvé, Anna Calissano

Volcanology

On-demand Sentinel-1 Interferogram Generation Service for Monitoring of Volcano Deformation

Sentinel-1 interferograms now represent standard products to assess the extent and magnitude of ground deformation in volcanic areas. These measurements provide quantitative constraints on the volume of material accumulating at depth in the magma…

Raphael Grandin, Marie Boichu, Theo Mathurin, Pascal Nicolas, Roland Akiki, Jérémy Anger, Carlo De Franchis

2025 ESA Living Planet Symposium, From Observation to Climate Action and Sustainability for Earth -

Sciences of the Universe

Satellite Super-Resolution: on the Role of Multi-Date and Band-Shift

Super-resolution for satellite imagery has gained significant attention due to its potential to improve analytical products without requiring high-resolution imagery. In this work, we aim to study the multi-and single-image super-resolution problem,…

Anderson Nogueira Cotrim, Jérémy Anger, Gabriele Facciolo, Helio Pedrini, Cid Adinam Nogueira Santos

IGARSS 2025 - 2025 IEEE International Geoscience and Remote Sensing Symposium -