Publications

Computer Vision and Pattern Recognition

IRIS-VIS: A New Dataset for Visibility Estimation in an Industrial Environment

Point cloud visibility estimation is fundamental as it is useful for many computer vision applications including surface reconstruction, 3D segmentation from paired images and point densification. Previous works showed outstanding results on simple…

Flavien Armangeon, Thibaud Ehret, Enric Meinhardt-Llopis, Rafael Grompone von Gioi, Guillaume Thibault, Marc Petit, Gabriele Facciolo

2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2025) - 2025

Statistics

Thin-plate Splines on the Sphere for Interpolation, Computing Spherical Averages, and Solving Inverse Problems

In many applications, planar spline interpolations of scattered data on the sphere are unsatisfactory; spherical splines are desired. Wahba (1981) defined the thin-plate splines on the sphere by analogy with the polynomial splines on the circle and…

Max Dunitz

Image Processing On Line - 2025

Machine Learning

From Koopman operators to graph neural networks : a unified framework for structured timeseries modeling

The growing availability of multivariate waveform data from global monitoring networks, such as the International Monitoring System, has opened new plans for detecting and interpreting geophysical events. Despite advances, current processing systems…

Xavier Cassagnou

Artificial Intelligence

Multi-view diffusion geometry using intertwined diffusion trajectories

This paper introduces a comprehensive unified framework for constructing multi-view diffusion geometries through intertwined multi-view diffusion trajectories (MDTs), a class of inhomogeneous diffusion processes that iteratively combine the random…

Gwendal Debaussart-Joniec, Argyris Kalogeratos

Engineering Sciences

Crack depth measurement and 3D reconstruction for concrete structures: A review

Crack depth and three-dimensional (3D) morphology are critical for assessing durability and capacity in concrete bridges, yet routine inspections remain surface-focused. This recent review synthesizes advances in non-destructive evaluation (NDE) for…

Anicet Barrios, Haochen Chang, David Bassir, Ming Jun Zhang

2025 3rd International Conference on Artificial Intelligence and Automation Control (AIAC) - 2025

Life Sciences

Identification and External Validation of a Problem Cannabis Risk Network

Sarah Lichenstein, Brian Kiluk, Marc Potenza, Hugh Garavan, Bader Chaarani, Tobias Banaschewski, Arun L.W. Bokde, Sylvane Desrivières, Herta Flor, Antoine Grigis, Penny Gowland, Andreas Heinz, Rüdiger Brühl, Jean-Luc Martinot, Marie-Laure Paillère Martinot, Eric Artiges, Frauke Nees, Dimitri Papadopoulos Orfanos, Luise Poustka, Sarah Hohmann, Nathalie Holz, Christian Baeuchl, Michael Smolka, Nilakshi Vaidya, Henrik Walter, Robert Whelan, Gunter Schumann, Godfrey Pearlson, Sarah Yip

Biological Psychiatry - 2025

Computer Science

Benchmarking Zero-Knowledge Proof-Based Authentication Protocols

Zeineb Ben Sassi, Chiheb Chahine Yaici, Jiahui Xiang, Osman Salem, Ahmed Mehaoua

2025 IEEE International Symposium on Future Telecommunication Technologies (SOFTT) - 2025

Santé publique et épidémiologie

Genetic risk-dependent brain markers of resilience to childhood Trauma

Resilience to developing emotional disorders is critical for adolescent mental health, especially following childhood trauma. Yet, brain markers of resilience remain poorly understood. By analyzing brain responses to angry faces in a large-scale…

Han Lu, Edmund T Rolls, Hanjia Liu, Dan J Stein, Barbara J Sahakian, Rebecca Elliott, Tianye Jia, Chao Xie, Shitong Xiang, Nan Wang, Tobias Banaschewski, Arun L W Bokde, Sylvane Desrivières, Herta Flor, Antoine Grigis, Hugh Garavan, Andreas Heinz, Rüdiger Brühl, Jean-Luc Martinot, Marie-Laure Paillère Martinot, Eric Artiges, Frauke Nees, Dimitri Papadopoulos Orfanos, Herve Lemaitre, Luise Poustka, Sarah Hohmann, Nathalie Holz, Juliane H Fröhner, Michael N Smolka, Nilakshi Vaidya, Henrik Walter, Robert Whelan, Gunter Schumann, Jianfeng Feng, Qiang Luo

Nature Communications - 2025

Life Sciences

Adolescent maturation of cortical excitation-inhibition ratio based on individualized biophysical network modeling

The excitation-inhibition ratio is a key functional property of cortical microcircuits which changes throughout an individual's lifespan. Adolescence is considered a critical period for maturation of excitation-inhibition ratio. This has primarily…

Amin Saberi, Kevin Wischnewski, Kyesam Jung, Leon Lotter, H. Lina Schaare, Tobias Banaschewski, Gareth Barker, Arun Bokde, Sylvane Desrivières, Herta Flor, Antoine Grigis, Hugh Garavan, Penny Gowland, Andreas Heinz, Rüdiger Brühl, Jean-Luc Martinot, Marie-Laure Paillère Martinot, Eric Artiges, Frauke Nees, Dimitri Papadopoulos Orfanos, Herve Lemaitre, Luise Poustka, Sarah Hohmann, Nathalie Holz, Christian Baeuchl, Michael Smolka, Nilakshi Vaidya, Henrik Walter, Robert Whelan, Gunter Schumann, Tomáš Paus, Juergen Dukart, Boris Bernhardt, Oleksandr Popovych, Simon Eickhoff, Sofie Valk

Science Advances - 2025

Computer Science

Convolutional Sparse Coding with Multipath Orthogonal Matching Pursuit

Yanis Gomes, Charles Truong, Jean-Philippe Saut, Fikri Hafid, Pascale Prieur, Laurent Oudre

ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - 2025