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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 1155 au total

Artificial Intelligence

A Pre-Trained Graph-Based Model for Adaptive Sequencing of Educational Documents

Massive Open Online Courses (MOOCs) have greatly contributed to making education more accessible. However, many MOOCs maintain a rigid, one-size-fits-all structure that fails to address the diverse needs and backgrounds of individual learners…

Jean Vassoyan, Anan Schütt, Jill-Jênn Vie, Arun-Balajiee Lekshmi-Narayanan, Elisabeth André, Nicolas Vayatis

NeurIPS 2024 Workshop FM-EduAssess - The First Workshop on Large Foundation Models for Educational Assessment -

Life Sciences

Acceptability, validity and responsiveness of inertial measurement units for assessing motor recovery after gene therapy in infants with early onset spinal muscular atrophy : a prospective cohort study

Background : Onasemnogene abeparvovec gene replacement therapy (GT) has changed the prognosis of patients with spinal muscular atrophy (SMA) with variable outcome regarding motor development in symptomatic patients. This pilot study evaluates…

R. Barrois, B. Tervil, M. Cacioppo, C. Barnerias, E. Deladrière, V. Leloup-Germa, A. Hervé, Laurent Oudre, D. Ricard, P. P. Vidal, N. Vayatis, Susana Quijano-Roy, S. Brochard, C. Gitiaux, I. Desguerre

Journal of NeuroEngineering and Rehabilitation -

Signal and Image processing

A New Fingerprinting Technique for Engraved Binary Matrix Authentication

This paper introduces a new method for authenticating engravings, crucial to fight counterfeiting and related issues in industries like luxury brands. The approach is based on extracting from the engravings natural minutiae, inspired by human…

Léo Nicollier, Marc Michel Pic, Enric Meinhardt-Llopis, Gabriele Facciolo

2024 IEEE International Conference on Image Processing (ICIP) -

Signal and Image processing

Normalized vs Diplomatic Annotation: A Case Study of Automatic Information Extraction from Handwritten Uruguayan Birth Certificates

This study evaluates the recently proposed Document Attention Network (DAN) for extracting key-value information from Uruguayan birth certificates, handwritten in Spanish. We investigate two annotation strategies for automatically transcribing…

Natalia Bottaioli, Solène Tarride, Jérémy Anger, Seginus Mowlavi, Marina Gardella, Antoine Tadros, Gabriele Facciolo, Rafael Grompone von Gioi, Christopher Kermorvant, Jean-Michel Morel, Javier Preciozzi

Document Analysis and Recognition – ICDAR 2024 Workshops -

Cryptography and Security

Watermarking Makes Language Models Radioactive

We investigate the radioactivity of text generated by large language models (LLM), i.e., whether it is possible to detect that such synthetic input was used to train a subsequent LLM. Current methods like membership inference or active IP protection…

Tom Sander, Pierre Fernandez, Alain Durmus, Matthijs Douze, Teddy Furon

NeurIPS 2024 - 38th Conference on Neural Information Processing Systems -

Life Sciences

Inertial measurement units to evaluate the efficacity of Equino Varus Foot surgery in post stroke hemiparetic patients: a feasibility study

Introduction This study evaluates the gait analysis obtained by Inetial Measurement Units (IMU) before and after surgical management of Spastic Equino Varus Foot (SEVF) in hemiplegic post-stroke patients and to compare it with the functional results…

Nicolas de L’escalopier, Cyril Voisard, Sylvain Jung, Mona Michaud, Albane Moreau, Nicolas Vayatis, Philippe Denormandie, Alix Verrando, Claire Verdaguer, Alain Moussu, Aliénor Jequier, Christophe Duret, Laurence Mailhan, Laure Gatin, Laurent Oudre, Damien Ricard

Journal of NeuroEngineering and Rehabilitation -

Cryptography and Security

Evolution of Detection Performance throughout the Online Lifespan of Synthetic Images

Synthetic images disseminated online significantly differ from those used during the training and evaluation of the state-of-the-art detectors. In this work, we analyze the performance of synthetic image detectors as deceptive synthetic images…

Dimitrios Karageorgiou, Quentin Bammey, Valentin Porcellini, Bertrand Goupil, Denis Teyssou, Symeon Papadopoulos

European Conference on Computer Vision -