AiRound and CV-BrCT: Novel Multi-View Datasets for Scene Classification. - Gabriel L. S. Machado; Edemir Ferreira; Keiller Nogueira; Hugo N. Oliveira 001; Pedro H. T. Gama; Jefersson A. dos Santos (CoRR, 2020)

Facing Erosion Identification in Railway Lines Using Pixel-Wise Deep-Based Approaches. - Keiller Nogueira; Gabriel L. S. Machado; Pedro H. T. Gama; Caio C. V. da Silva; Remis Balaniuk; Jefersson A. dos Santos (Remote. Sens., 2020)

Learning to Segment Medical Images from Few-Shot Sparse Labels. - Pedro H. T. Gama; Hugo N. Oliveira 001; Jefersson A. dos Santos (SIBGRAPI, 2021)

AiRound and CV-BrCT: Novel Multiview Datasets for Scene Classification. - Gabriel L. S. Machado; Edemir Ferreira; Keiller Nogueira; Hugo N. Oliveira 001; Matheus Brito; Pedro Henrique Targino Gama; Jefersson Alex dos Santos (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Domain Generalization in Medical Image Segmentation via Meta-Learners. - Hugo N. Oliveira 001; Roberto M. Cesar Jr.; Pedro H. T. Gama; Jefersson A. dos Santos (SIBGRAPI, 2022)

Weakly Supervised Few-Shot Segmentation via Meta-Learning. - Pedro H. T. Gama; Hugo N. Oliveira 001; José Marcato Junior; Jefersson A. dos Santos (IEEE Trans. Multim., 2023)

An overview on Meta-learning approaches for Few-shot Weakly-supervised Segmentation. - Pedro Henrique Targino Gama; Hugo N. Oliveira 001; Jefersson A. dos Santos; Roberto M. Cesar (Comput. Graph., 2023)

Meta-learners for few-shot weakly-supervised medical image segmentation. - Hugo N. Oliveira 001; Pedro H. T. Gama; Isabelle Bloch; Roberto Marcondes Cesar Jr. (Pattern Recognit., 2024)

Imputation in well log data: A benchmark for machine learning methods. - Pedro H. T. Gama; Jackson Faria; Jessica Sena; Francisco Neves; Vinícius R. Riffel; Lucas Perez; André L. Korenchendler; Matheus C. A. Sobreira; Alexei M. C. Machado (Comput. Geosci., 2025)