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Pierre-Yves Lagrave
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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
92021
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
62021
Equivariant neural networks and differential invariants theory for solving partial differential equations
PY Lagrave, E Tron
Physical Sciences Forum 5 (1), 13, 2022
52022
Hyperbolic equivariant convolutional neural networks for fish-eye image processing
PY Lagrave, F Barbaresco
52022
Generalized SU (1, 1) Equivariant Convolution on Fock-Bargmann Spaces for Robust Radar Doppler Signal Classification
PY Lagrave, F Barbaresco
32021
Introduction to Robust Machine Learning with Geometric Methods for Defense Applications
PY Lagrave, F Barbaresco
32021
Adaptive Importance Sampling for Equivariant Group-Convolution Computation
PY Lagrave, F Barbaresco
Physical Sciences Forum 5 (1), 17, 2022
12022
On the Benefits of SO (3)-Equivariant Neural Networks for Spherical Image Processing
S Martin, PY Lagrave
12022
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
12022
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
12021
-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
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