Jhony Giraldo
Assistant Professor at Télécom Paris
Paris, Ile-de-France
Summary
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Senior🎓
Top SchoolJhony Giraldo is an Assistant Professor at Télécom Paris (LTCI) with eight years of research experience bridging graph signal processing, graph neural networks, computer vision, and machine learning. He earned a PhD in applied mathematics from La Rochelle Université in 2022 and has held research visits at Université Paris-Saclay, Università di Napoli Parthenope, and the University of Delaware, reflecting a strong international collaboration profile. His work spans theoretical foundations—sampling and reconstruction of graph signals—and practical applications in image and video processing, with experience in supervised and semi-supervised learning. Known for moving between rigorous math and applied ML, he brings a quantitative, interdisciplinary approach to multimedia and graph-based problems.
8 years of coding experience
6 years of employment as a software developer
Master of Science - MS, Electrical and Electronics Engineering, Master of Science - MS, Electrical and Electronics Engineering at Universidad de AntioquíaDoctor of Philosophy - PhD, Applied Mathematics, Doctor of Philosophy - PhD, Applied Mathematics at La Rochelle Université
English, Spanish, French
Github Skills (30)
geometric-deep-learning9
semi-supervised-learning9
segmentation9
graph-neural-network9
graph-convolutional-networks9
visual-recognition9
python8
deep-learning8
detectron8
pytorch8
background-subtraction8
machine-learning7
gpu7
motion-detection7
object-detection7
Programming languages (3)
Github contributions (5)
jhonygiraldo/GraphMOS
Sep 2020 - Jan 2021
Repository of the paper "Graph Moving Object Segmentation" published in IEEE T-PAMI
Contributions:26 commits, 25 pushes, 1 branch in 3 months
graphsegmentationgraph-signalssemi-supervised-learningcomputer-vision
jhonygiraldo/GraphBGS
Nov 2019 - Dec 2020
Contributions:87 commits in 1 year
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