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Federico Paredes Valles
Researcher, Sony Advanced Visual Sensing AG
Joined
May 2021
Names
Federico Paredes Valles
(Preferred)
,
Federico Paredes-Vallés
Emails
****@tudelft.nl
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@sony.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Researcher
Sony Advanced Visual Sensing AG
(sony.com)
2023
–
Present
PhD student
Delft University of Technology
(tudelft.nl)
2018
–
2023
Advisors, Relations & Conflicts
PhD Advisor
Guido De Croon
2018
–
2023
Expertise
Event-based vision
2018
–
Present
Self-supervised learning
2018
–
Present
Optical flow estimation
2018
–
Present
Publications
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
CoRR 2025
Readers:
Everyone
RGB-Event Fusion with Self-Attention for Collision Prediction
Pietro Bonazzi
,
Christian Vogt
,
Michael Jost
,
Haotong Qin
,
Lyes Khacef
,
Federico Paredes-Vallés
,
Michele Magno
CoRR 2025
Readers:
Everyone
Towards Low-Latency Event-based Obstacle Avoidance on a FPGA-Drone
Pietro Bonazzi
,
Christian Vogt
,
Michael Jost
,
Lyes Khacef
,
Federico Paredes-Vallés
,
Michele Magno
CoRR 2025
Readers:
Everyone
From Soft Materials to Controllers with NeuroTouch: A Neuromorphic Tactile Sensor for Real-Time Gesture Recognition
Victor Hoffmann
,
Federico Paredes-Vallés
,
Valentina Cavinato
CoRR 2025
Readers:
Everyone
On-Device Self-Supervised Learning of Low-Latency Monocular Depth from Only Events
Jesse J. Hagenaars
,
Yilun Wu
,
Federico Paredes-Vallés
,
Stein Stroobants
,
Guido C. H. E. de Croon
CVPR 2025
Readers:
Everyone
On-Device Self-Supervised Learning of Low-Latency Monocular Depth from Only Events
Jesse J. Hagenaars
,
Yilun Wu
,
Federico Paredes-Vallés
,
Stein Stroobants
,
Guido de Croon
CoRR 2024
Readers:
Everyone
Lightweight Event-based Optical Flow Estimation via Iterative Deblurring
Yilun Wu
,
Federico Paredes-Vallés
,
Guido C. H. E. de Croon
ICRA 2024
Readers:
Everyone
TDE-3: An improved prior for optical flow computation in spiking neural networks
Matthew Yedutenko
,
Federico Paredes-Vallés
,
Lyes Khacef
,
Guido C. H. E. de Croon
CoRR 2024
Readers:
Everyone
View all 36 publications
Co-Authors
Caterina Caccavella
Christian Vogt
Christophe De Wagter
David B. de Jong
Guido C. H. E. de Croon
Haotong Qin
Hussain M. Sajwani
Jesse Hagenaars
Jesse J. Hagenaars
Julien Dupeyroux
Kirk Y. W. Scheper
Lyes Khacef
Marco Cannici
Matthew Yedutenko
Michael Jost
Michele Magno
Muhammad Ahmed Humais
N. Sheth
Nilay Sheth
Pietro Bonazzi
Rik J. Bouwmeester
Sander M. Bohté
Stein Stroobants
Valentina Cavinato
Victor Hoffmann
View all 29 co-authors