Paredes-Valles, Federico

6 publications

CVPRW 2025 EV-LayerSegNet: Self-Supervised Motion Segmentation Using Event Cameras Youssef Farah, Federico Paredes-Vallés, Guido de Croon, Muhammad Ahmed Humais, Hussain M. Sajwani, Yahya H. Zweiri

CVPR 2025 On-Device Self-Supervised Learning of Low-Latency Monocular Depth from Only Events Jesse J. Hagenaars, Yilun Wu, Federico Paredes-Valles, Stein Stroobants, Guido C.H.E. de Croon

CVPRW 2025 Towards Low-Latency Event-Based Obstacle Avoidance on a FPGA-Drone Pietro Bonazzi, Christian Vogt, Michael Jost, Lyes Khacef, Federico Paredes-Vallés, Michele Magno

ICCV 2023 Taming Contrast Maximization for Learning Sequential, Low-Latency, Event-Based Optical Flow Federico Paredes-Vallés, Kirk Y. W. Scheper, Christophe De Wagter, Guido C. H. E. de Croon

CVPR 2021 Back to Event Basics: Self-Supervised Learning of Image Reconstruction for Event Cameras via Photometric Constancy Federico Paredes-Valles, Guido C. H. E. de Croon

NeurIPS 2021 Self-Supervised Learning of Event-Based Optical Flow with Spiking Neural Networks Jesse Hagenaars, Federico Paredes-Valles, Guido de Croon