Federico Paredes-Valles

4 papers · 2021–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

CVPR (2) ICCV (1) NIPS (1)

Top co-authors

Guido C. H. E. de Croon (2) Guido C.H.E. de Croon (1) Jesse J. Hagenaars (1) Kirk Y. W. Scheper (1) Yilun Wu (1) Jesse Hagenaars (1) Stein Stroobants (1) Christophe De Wagter (1) Guido de Croon (1)

Keywords

self-supervised learning (4) event camera (3) contrast maximization (2) depth estimation (1) image reconstruction (1) optical flow (1) optical flow estimation (1) spiking neural network (1) event-based camera (1) on-device learning (1) sequential estimation (1) monocular depth (1) photometric constancy (1) computer vision (1) event-based optical flow (1) neuromorphic computing (1) motion estimation (1)

Papers

On-Device Self-Supervised Learning of Low-Latency Monocular Depth from Only Events CVPR 2025

Taming Contrast Maximization for Learning Sequential, Low-latency, Event-based Optical Flow ICCV 2023

Self-Supervised Learning of Event-Based Optical Flow with Spiking Neural Networks NIPS 2021

Back to Event Basics: Self-Supervised Learning of Image Reconstruction for Event Cameras via Photometric Constancy CVPR 2021