| Riemannian batch normalization for SPD neural networks D Brooks, O Schwander, F Barbaresco, JY Schneider, M Cord Advances in Neural Information Processing Systems 32, 2019 | 91 | 2019 |
| Geomstats: a Python package for Riemannian geometry in machine learning N Miolane, N Guigui, A Le Brigant, J Mathe, B Hou, Y Thanwerdas, ... Journal of Machine Learning Research 21 (223), 1-9, 2020 | 86 | 2020 |
| Temporal deep learning for drone micro-Doppler classification DA Brooks, O Schwander, F Barbaresco, JY Schneider, M Cord 2018 19th International Radar Symposium (IRS), 1-10, 2018 | 62 | 2018 |
| Complex-valued neural networks for fully-temporal micro-Doppler classification DA Brooks, O Schwander, F Barbaresco, JY Schneider, M Cord 2019 20th International Radar Symposium (IRS), 1-10, 2019 | 38 | 2019 |
| Exploring complex time-series representations for Riemannian machine learning of radar data DA Brooks, O Schwander, F Barbaresco, JY Schneider, M Cord ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 21 | 2019 |
| Machine and deep learning for drone radar recognition by micro-doppler and kinematic criteria F Barbaresco, D Brooks, C Adnet 2020 IEEE Radar Conference (RadarConf20), 1-6, 2020 | 17 | 2020 |
| A Hermitian Positive Definite neural network for micro-Doppler complex covariance processing D Brooks, O Schwander, F Barbaresco, JY Schneider, M Cord 2019 International Radar Conference (RADAR), 1-6, 2019 | 13 | 2019 |
| Introduction to geometric learning in python with geomstats N Miolane, N Guigui, H Zaatiti, C Shewmake, H Hajri, D Brooks, ... SciPy 2020-19th Python in Science Conference, 48-57, 2020 | 12 | 2020 |
| Deep learning and information geometry for drone micro-Doppler radar classification D Brooks, O Schwander, F Barbaresco, JY Schneider, M Cord 2020 IEEE Radar Conference (RadarConf20), 1-6, 2020 | 9 | 2020 |
| Second-order networks in PyTorch D Brooks, O Schwander, F Barbaresco, JY Schneider, M Cord Geometric Science of Information: 4th International Conference, GSI 2019 …, 2019 | 7 | 2019 |
| Drone recognition by micro-doppler and kinematic D Brooks, F Barbaresco, Y Ziani, JY Schneider, C Adnet 2020 17th European Radar Conference (EuRAD), 42-45, 2021 | 5 | 2021 |
| Deep Learning and Information Geometry for Time-Series Classification D Brooks Sorbonne université, 2020 | 4 | 2020 |
| IA & réseaux de neurones profonds pour la reconnaissance Radar de drones sur critères Micro-Doppler et Cinématique D Brooks, F Barbaresco, Y Ziani, JY Schneider, C Adnet fr. In: Rennes, FRANCE: Computer & Electronics Security Applications Rendez …, 2019 | 4 | 2019 |
| Machine & Deep Learning for Drone Radar Recognition by Micro-Doppler and Kinematic criteria and extension by Lie Groups Machine Learning F BARBARESCO, D BROOKS, C ADNET | | 2021 |
