Davide Talon

Postdoctoral Researcher at Fondazione Bruno Kessler - FBK

Genoa, Liguria, Italy
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Summary

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Davide Talon is a postdoctoral researcher with nine years of experience at the intersection of machine learning and computer vision, currently working on multimodal learning at Fondazione Bruno Kessler's Deep Visual Learning unit. He completed a PhD focused on structured and causal representation learning for visual data at IIT and the University of Genova, and has strengthened his research through a visiting stint at UvA's INDELab. Davide blends rigorous academic training with hands-on teaching experience as a former teaching fellow for an Intro to Machine Learning course, and he keeps a practical engineering mindset from early software development and industry internships. Based in Genoa, he combines curiosity-driven exploration with a track record of publishing and mentoring, and he often seeks low-dimensional, causally meaningful representations from raw visual inputs—an approach that highlights his interest in interpretable AI beyond benchmark performance.
code10 years of coding experience
bookM.S. in Computer Engineering, Computer Engineering, 110 cum Laude, M.S. in Computer Engineering, Computer Engineering, 110 cum Laude at Università degli Studi di Padova
bookDoctor of Philosophy - PhD, SCIENCE AND TECHNOLOGY FOR ELECTRONIC AND TELECOMMUNICATION ENGINEERING, Doctor of Philosophy - PhD, SCIENCE AND TECHNOLOGY FOR ELECTRONIC AND TELECOMMUNICATION ENGINEERING at Università degli Studi di Genova
bookHigh School Diploma, Secondary School Diploma in IT, 100/100, High School Diploma, Secondary School Diploma in IT, 100/100 at ITTS Vito Volterra
languagesEnglish, Italian
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Stackoverflow

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Github Skills (11)

text-to-image7
python6
machine-learning5
pytorch5
deep-learning4
representation-learning4
data-science4
generalization4
unsupervised-learning3
computer-vision1
evaluation1

Programming languages (2)

Jupyter NotebookPython

Github contributions (5)

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Contributions:5 pushes in 5 years 7 months
davidetalon/Generating-music

Aug 2019 - Feb 2020

Contributions:86 pushes, 5 branches in 5 months
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