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Universidade Estadual de Campinas (UNICAMP). Faculdade de Engenharia Elétrica e de Computação (FEEC) (Institutional affiliation from the last research proposal) Birthplace: Brazil
He holds a degree in Computer Science from the Federal University of Minas Gerais (2000), a master's degree in Computer Science from the Federal University of Minas Gerais (2003), and a Ph.D. in Computer Science from the University of Cergy-Pontoise (2008). He is currently a Senior Scientist at Valeo.ai. His work focuses on Machine Learning, Computer Vision, and Autonomous and Assisted Vehicle Driving. (Source: Lattes Curriculum)
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In this project, we will apply Deep Neural Networks (DNNs) to Sequence Learning, a branch of Machine Learning that manipulates data chains - text, sound, video, and time series. The internet and, above all, social networks have caused an explosion of data, whose volume doubles each year, including sequential ones, creating both a challenge and a resource for the creation of automatic meth…
Multimedia information retrieval is a thriving research subject, both in Brazilian and International contexts. In particular, the so called "content based" systems have drawn much attention, as they promise to offer classification and retrieval of documents without the need of the expensive and troublesome manual description. On the other hand, those systems face technical challenges, whi…
Our main goal is to advance the state of the art in computer-aided diagnosis. We will focus on two diseases - melanoma, and diabetic retinopathy - but we expect that the techniques developed will generalize to a wide range of possible image-based diagnostics. Automated triage/screening offers a promising solution to the disparity between available healthcare professionals and increasing i…
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| 2 / 2 | Completed scholarships in Brazil |
| 1 / 1 | Completed scholarships abroad |
| 5 / 5 | All research grants and scholarships |
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