| Unsupervised learning of a hierarchical spiking neural network for optical flow estimation: From events to global motion perception F Paredes-Vallés, KYW Scheper, GCHE De Croon IEEE transactions on pattern analysis and machine intelligence 42 (8), 2051-2064, 2019 | 207 | 2019 |
| Self-supervised learning of event-based optical flow with spiking neural networks J Hagenaars, F Paredes-Vallés, G De Croon Advances in Neural Information Processing Systems 34, 7167-7179, 2021 | 153 | 2021 |
| Back to event basics: Self-supervised learning of image reconstruction for event cameras via photometric constancy F Paredes-Vallés, GCHE De Croon Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 150 | 2021 |
| Neuromorphic control for optic-flow-based landing of MAVs using the Loihi processor J Dupeyroux, JJ Hagenaars, F Paredes-Vallés, GCHE de Croon 2021 IEEE International Conference on Robotics and Automation (ICRA), 96-102, 2021 | 55 | 2021 |
| Fully neuromorphic vision and control for autonomous drone flight F Paredes-Vallés, JJ Hagenaars, J Dupeyroux, S Stroobants, Y Xu, ... Science Robotics 9 (90), eadi0591, 2024 | 41 | 2024 |
| Motion equations and attitude control in the vertical flight of a VTOL bi-rotor UAV S Garcia-Nieto, J Velasco-Carrau, F Paredes-Valles, JV Salcedo, ... Electronics 8 (2), 208, 2019 | 29 | 2019 |
| The sensing, state-estimation, and control behind the winning entry to the 2019 artificial intelligence robotic racing competition C De Wagter, F Paredes-Vallés, N Sheth, GCHE de Croon Field Robotics 2, 1263-1290, 2022 | 28* | 2022 |
| Taming contrast maximization for learning sequential, low-latency, event-based optical flow F Paredes-Vallés, KYW Scheper, C De Wagter, GCHE De Croon Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 23 | 2023 |
| Evolved neuromorphic control for high speed divergence-based landings of mavs JJ Hagenaars, F Paredes-Vallés, SM Bohté, GCHE De Croon IEEE Robotics and Automation Letters 5 (4), 6239-6246, 2020 | 23 | 2020 |
| Nanoflownet: Real-time dense optical flow on a nano quadcopter RJ Bouwmeester, F Paredes-Vallés, GCHE De Croon 2023 IEEE International Conference on Robotics and Automation (ICRA), 1996-2003, 2023 | 19 | 2023 |
| Lightweight event-based optical flow estimation via iterative deblurring Y Wu, F Paredes-Vallés, GCHE De Croon 2024 IEEE International Conference on Robotics and Automation (ICRA), 14708 …, 2024 | 16 | 2024 |
| Learning fast in autonomous drone racing C De Wagter, F Paredes-Vallés, N Sheth, G De Croon Nature Machine Intelligence 3 (10), 923-923, 2021 | 15 | 2021 |
| Self-supervised learning of event-based optical flow with spiking neural networks F Paredes-Vallés, JJ Hagenaars, GC de Croon Neural Information Processing Systems, 2021 | 11 | 2021 |
| How do neural networks estimate optical flow? A neuropsychology-inspired study DB de Jong, F Paredes-Vallés, GCHE de Croon IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (11), 8290 …, 2021 | 10 | 2021 |
| Rethinking event-based optical flow: Iterative deblurring as an alternative to correlation volumes Y Wu, F Paredes-Vallés, G de Croon arXiv preprint arXiv:2211.13726 2 (4), 6, 2022 | 7 | 2022 |
| Low-power event-based face detection with asynchronous neuromorphic hardware C Caccavella, F Paredes-Vallés, M Cannici, L Khacef 2024 International Joint Conference on Neural Networks (IJCNN), 1-10, 2024 | 6 | 2024 |
| Neuromorphic computing of event-based data for high-speed vision-based navigation F Paredes-Vallés, KYW Scheper, GCHE De Croon Delft Univer sity of Technology (TU Delft), 2018 | 3 | 2018 |
| TDE-3: An improved prior for optical flow computation in spiking neural networks M Yedutenko, F Paredes-Valles, L Khacef, GCHE De Croon arXiv preprint arXiv:2402.11662, 2024 | 1 | 2024 |
| From Soft Materials to Controllers with NeuroTouch: A Neuromorphic Tactile Sensor for Real-Time Gesture Recognition V Hoffmann, F Paredes-Valles, V Cavinato arXiv preprint arXiv:2501.19174, 2025 | | 2025 |
| On-Device Self-Supervised Learning of Low-Latency Monocular Depth from Only Events J Hagenaars, Y Wu, F Paredes-Vallés, S Stroobants, G de Croon arXiv preprint arXiv:2412.06359, 2024 | | 2024 |
Guido de CroonFull professor, Delft University of TechnologyDirección de correo verificada de tudelft.nl
