Moacir Antonelli Ponti
Scholar

Moacir Antonelli Ponti

Google Scholar ID: ZxQDyNcAAAAJ
Universidade de São Paulo | Mercado Libre Inc.
Machine LearningRepresentation LearningSignal and Image ProcessingData Science
Citations & Impact
All-time
Citations
3,055
 
H-index
28
 
i10-index
38
 
Publications
20
 
Co-authors
18
list available
Resume (English only)
Academic Achievements
  • Recipient of the Google Latin America Research Award.
  • CNPq Productivity Fellow since 2018.
  • Listed among the top 2% most influential scientists worldwide (Stanford–Elsevier C-score).
  • Highlighted publications: 'YourTTS' (ICML 2022), 'Sketchformer' (CVPR 2020), and 'Everything you wanted to know about Deep Learning for Computer Vision' (SIBGRAPI Tutorials 2017).
  • Co-authored the textbook 'Machine Learning: A Practical Approach on the Statistical Learning Theory', featuring theoretical foundations, practical examples, and R code.
  • Authored a 'Livre Docência' thesis synthesizing research contributions (2010–2017) in image/video preprocessing, feature space extraction, and pattern recognition.