Davide Talon
Postdoctoral Researcher at Fondazione Bruno Kessler - FBK
Genoa, Liguria, Italy
Summary
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Senior🎓
Top SchoolDavide 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.
9 years of coding experience
M.S. in Computer Engineering, Computer Engineering, 110 cum Laude, M.S. in Computer Engineering, Computer Engineering, 110 cum Laude at Università degli Studi di PadovaDoctor 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 GenovaHigh School Diploma, Secondary School Diploma in IT, 100/100, High School Diploma, Secondary School Diploma in IT, 100/100 at ITTS Vito Volterra
English, Italian
Stackoverflow
1reputation
0reached
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Github Skills (15)
python7
text-to-image7
pytorch6
deep-learning6
machine-learning6
inpainting6
data-science5
scalable5
diffusion-models4
generalization4
unsupervised-learning3
representation-learning3
text2image2
evaluation2
computer-vision1
Programming languages (2)
Github contributions (5)
davidetalon/Generating-music
Aug 2019 - Feb 2020
Contributions:86 pushes, 5 branches in 5 months
davidetalon/DASHPlayer
Mar 2018 - Jul 2018
Contributions:8 commits, 7 pushes, 1 branch in 3 months
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