Federico Paredes-Valles

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

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

CVPR (2) ICCV (1) NeurIPS (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)

Research topics

Machine Learning (4) Learning Types · Machine Learning (4) Computer Vision (3) Analysis (3) Deep Learning (2) Processing (2) Architectures (1) Core Methods (1) Learning Types · Deep Learning (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 Back to Event Basics: Self-Supervised Learning of Image Reconstruction for Event Cameras via Photometric Constancy CVPR 2021 Self-Supervised Learning of Event-Based Optical Flow with Spiking Neural Networks NeurIPS 2021