Equivariant Neural Networks and Application to Robust Toeplitz Hermitian Positive Definite Matrix Classification PY Lagrave, Y Cabanes, F Barbaresco International Conference on Geometric Science of Information, 577-584, 2021 | 9 | 2021 |
An equivariant neural network with hyperbolic embedding for robust doppler signal classification PY Lagrave, Y Cabanes, F Barbaresco 2021 21st International Radar Symposium (IRS), 1-9, 2021 | 6 | 2021 |
Equivariant neural networks and differential invariants theory for solving partial differential equations PY Lagrave, E Tron Physical Sciences Forum 5 (1), 13, 2022 | 5 | 2022 |
Hyperbolic equivariant convolutional neural networks for fish-eye image processing PY Lagrave, F Barbaresco | 5 | 2022 |
Generalized SU (1, 1) Equivariant Convolution on Fock-Bargmann Spaces for Robust Radar Doppler Signal Classification PY Lagrave, F Barbaresco | 3 | 2021 |
Introduction to Robust Machine Learning with Geometric Methods for Defense Applications PY Lagrave, F Barbaresco | 3 | 2021 |
Adaptive Importance Sampling for Equivariant Group-Convolution Computation PY Lagrave, F Barbaresco Physical Sciences Forum 5 (1), 17, 2022 | 1 | 2022 |
On the Benefits of SO (3)-Equivariant Neural Networks for Spherical Image Processing S Martin, PY Lagrave | 1 | 2022 |
Research towards weather induced uncertainties for contrail persistence and mitigation strategies for contrail impact: Better Contrail Mitigation (BeCoM) F Yin, V Grewe, K Gierens, F Linke, A Lau, M Niklaβ, R Potthast, ... 5th International Conference on Transport, Atmosphere and Climate, 2022 | 1 | 2022 |
Toward geometrical robustness with hybrid deep learning and differential invariant theory PY Lagrave, M Riou AAAI 2021 spring symposium on combining Artificial Intelligence and Machine …, 2021 | 1 | 2021 |
-Equivariant Machine Learning with Modular Forms Theory and Applications PY Lagrave International Conference on Geometric Science of Information, 615-623, 2023 | | 2023 |
Réseaux de neurones hyperboliques équivariants pour le traitement d’images Fish-Eye PY LAGRAVE, F BARBARESCO GRETSI'22: XXVIIIème Colloque Francophone de Traitement du Signal et des Images, 2022 | | 2022 |
Actes de la conférence CAID 2021 (Conference on Artificial Intelligence for Defense) A Dey, B Costé, É Totel, A Bécue, E Aguas, A Lambert, G Blanc, H Debar, ... CAID 2021 (Conference on Artificial Intelligence for Defense), 1-152, 2021 | | 2021 |
A Principal Component Analysis Approach for Embedding Local Symmetries into Deep Learning Algorithms PY Lagrave Computer Safety, Reliability, and Security. SAFECOMP 2020 Workshops: DECSoS …, 2020 | | 2020 |