Publications

Sciences of the Universe

Radar Fields: An Extension of Radiance Fields to SAR

Thibaud Ehret, Roger Marí, Dawa Derksen, Nicolas Gasnier, Gabriele Facciolo

2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) - 2024

Life Sciences

Algorithm for Detection of Convulsive Seizures in Severe Encephalitis Based on Multiscale Compressed Shapelets

Yixiao Mao, Runze Zheng, Duanpo Wu, Yixuan Yuan, Jie Li, Tiejia Jiang, Feng Gao, Junbiao Liu, Shenyi Dai, Danping Wang, Jiuwen Cao, Pierre‐paul Vidal

IEEE Transactions on Instrumentation and Measurement - 2024

Mathematics

Robust Federated Learning Against Data Poisoning: A Split Learning-Based Approach Evaluated on Various Aggregation Techniques

Abdelkader Tounsi, Osman Salem, Ahmed Mehaoua

2024 IEEE International Conference on E-health Networking, Application & Services (HealthCom) - 2024

Life Sciences

Seizure Detection of West Syndrome Based on Hybrid Optimization of Entropies With Multisensor EEG Data

Yue Bi, Duanpo Wu, Zhaoyang Xu, Pierre-Paul Vidal, Danping Wang, Yi Lin, Tiejia Jiang, Jiuwen Cao, Yuansheng Xu

IEEE Sensors Journal - 2024

Physics

Convivial Solipsism as a Maximally Perspectival Interpretation

Hervé Zwirn

Foundations of Physics - 2024

Mathematics

A CRPS Loss for Deep Probabilistic Regression

Franco Marchesoni-Acland, Rodrigo Alonso-Suárez, Andrés Herrera, Josselin Kherroubi, Jean-Michel Morel, Gabriele Facciolo

ICCHMT 2023 - 2024

Mathematics

General Modelling of Cable Vibrations Using Data Extracted from Physical Simulation

Quôc Vo, Philippe Ea, Osman Salem, Ahmed Mehaoua

2024 IEEE 49th Conference on Local Computer Networks (LCN) - 2024

Physics

Generative deep-learning reveals collective variables of Fermionic systems

Raphaël-David Lasseri, David Regnier, Mikaël Frosini, Marc Verriere, Nicolas Schunck

Physical Review C - 2024

Life Sciences

Lack of evidence for predictive utility from resting state fMRI data for individual exposure-based cognitive behavioral therapy outcomes: A machine learning study in two large multi-site samples in anxiety disorders

Data-based predictions of individual Cognitive Behavioral Therapy (CBT) treatment response are a fundamental step towards precision medicine. Past studies demonstrated only moderate prediction accuracy (i.e. ability to discriminate between…

Kevin Hilbert, Joscha Böhnlein, Charlotte Meinke, Alice V Chavanne, Till Langhammer, Lara Stumpe, Nils Winter, Ramona Leenings, Dirk Adolph, Volker Arolt, Sophie Bischoff, Jan C Cwik, Jürgen Deckert, Katharina Domschke, Thomas Fydrich, Bettina Gathmann, Alfons O Hamm, Ingmar Heinig, Martin J Herrmann, Maike Hollandt, Jürgen Hoyer, Markus Junghöfer, Tilo Kircher, Katja Koelkebeck, Martin Lotze, Jürgen Margraf, Jennifer L M Mumm, Peter Neudeck, Paul Pauli, Andre Pittig, Jens Plag, Jan Richter, Isabelle C Ridderbusch, Winfried Rief, Silvia Schneider, Hanna Schwarzmeier, Fabian R Seeger, Niklas Siminski, Benjamin Straube, Thomas Straube, Andreas Ströhle, Hans-Ulrich Wittchen, Adrian Wroblewski, Yunbo Yang, Kati Roesmann, Elisabeth J Leehr, Udo Dannlowski, Ulrike Lueken

NeuroImage - 2024

Life Sciences

Adolescent to young adult longitudinal development of subcortical volumes in two European sites with four waves

Abstract Adolescent subcortical structural brain development might underlie psychopathological symptoms, which often emerge in adolescence. At the same time, sex differences exist in psychopathology, which might be mirrored in underlying sex…

Lea L Backhausen, Juliane H Fröhner, Hervé Lemaître, Eric Artiges, Marie‐laure Palillère Martinot, Megan M Herting, Fabio Sticca, Tobias Banaschewski, Gareth J Barker, Arun L W Bokde, Sylvane Desrivières, Herta Flor, Antoine Grigis, Hugh Garavan, Penny Gowland, Andreas Heinz, Rüdiger Brühl, Frauke Nees, Dimitri Papadopoulos‐orfanos, Luise Poustka, Sarah Hohmann, Lauren Robinson, Henrik Walter, Jeanne Winterer, Robert Whelan, Gunter Schumann, Jean‐luc Martinot, Michael N Smolka, Nora C Vetter

Human Brain Mapping - 2024