He is currently a master's student in the Graduate Program in Computer Science (PPGCC-UNESP) at the Universidade Estadual Paulista Júlio de Mesquita Filho (UNESP), since 2024. He has been working on the Petrobras research and development project entitled System for the Automatic Identification of Microfossils (SIAM), at the Center for Applied Natural Sciences (UNESPetro) at UNESP in Rio Claro (since 2024). He holds a Bachelor's degree in Computer Science from the same institution (2024). He is part of the LINNK (Link, Interact with Neighbors, New Knowledge) research group. His research interests include information retrieval, machine learning, image processing and computer vision. (Source: Lattes Curriculum)
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Despite the significant progress made in supervised learning, the common requirement for extensive labeled datasets represents a severe bottleneck. In this scenario, other learning paradigms capable of addressing the challenge associated with the scarcity of labeled data represent a relevant alternative solution. Self-Supervised Learning (SSL) approaches have been established as a promisi…
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