| Semi-automatic data annotation guided by feature space projection BC Benato, JF Gomes, AC Telea, AX Falcao Pattern Recognition 109, 107612, 2021 | 37 | 2021 |
| Semi-supervised learning with interactive label propagation guided by feature space projections BC Benato, AC Telea, AX Falcão 2018 31st SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI …, 2018 | 33 | 2018 |
| Delaunay triangulation data augmentation guided by visual analytics for deep learning AZ Peixinho, BC Benato, LG Nonato, AX Falcão 2018 31st SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI …, 2018 | 13 | 2018 |
| Intestinal parasites classification using deep belief networks M Roder, LA Passos, LCF Ribeiro, BC Benato, AX Falcão, JP Papa International Conference on Artificial Intelligence and Soft Computing, 242-251, 2020 | 12 | 2020 |
| Semi-supervised deep learning based on label propagation in a 2D embedded space BC Benato, JF Gomes, AC Telea, AX Falcão Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2021 | 11 | 2021 |
| Feature learning from image markers for object delineation IE de Souza, BC Benato, AX Falcão 2020 33rd SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI …, 2020 | 8 | 2020 |
| Iterative pseudo-labeling with deep feature annotation and confidence-based sampling BC Benato, AC Telea, AX Falcão 2021 34th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI …, 2021 | 7 | 2021 |
| Modeling normal brain asymmetry in MR images applied to anomaly detection without segmentation and data annotation SB Martins, BC Benato, BF Silva, CL Yasuda, AX Falcão Medical Imaging 2019: Computer-Aided Diagnosis 10950, 71-80, 2019 | 6 | 2019 |
| Deep feature annotation by iterative meta-pseudo-labeling on 2D projections BC Benato, AC Telea, AX Falcão Pattern Recognition 141, 109649, 2023 | 4 | 2023 |
| Linking data separation, visual separation, and classifier performance using pseudo-labeling by contrastive learning BC Benato, AX Falcao, AC Telea 18th International Joint Conference on Computer Vision, Imaging and Computer …, 2023 | 3 | 2023 |
| Measuring the quality of projections of high-dimensional labeled data BC Benato, AX Falcão, AC Telea Computers & Graphics, 2023 | 2 | 2023 |
| Convolutional neural networks from image markers BC Benato, IE de Souza, FL Galvão, AX Falcão arXiv preprint arXiv:2012.12108, 2020 | 2 | 2020 |
| Aumento de Dados Utilizando Firefly e Level Sets Aplicado à Segmentação de Imagens Médicas e Biológicas LP Laheras, PS Rodrigues, FJP Lopes, OFJ Palmeira, AX Falcao, ... Revista Eletrônica de Iniciação Científica em Computação 19 (2), 2021 | 1 | 2021 |
| Anotação de dados guiada por projeção de características BC Benato Unicamp, 2019 | 1 | 2019 |
| Sistema para Otimizaçao baseada em Meta-Heurıstica de Redes Neurais por Convoluçao BC Benato | | 2017 |
| Ajuste Fino de Parâmetros de Redes Neurais por Convolucao Utilizando o Algoritmo de Otimizaçao das Aves Migratorias BC Benato, AN Marana, JP Papa, D Cox | | |
Falcao, A.X.Professor of Computer Science, University of CampinasDirección de correo verificada de ic.unicamp.br
