Semi-Supervised Learning with Interactive Label Propagation Guided by Feature Space Projections. - Barbara Caroline Benato; Alexandru Cristian Telea; Alexandre Xavier Falcão (SIBGRAPI, 2018)

Delaunay Triangulation Data Augmentation Guided by Visual Analytics for Deep Learning. - Alan Zanoni Peixinho; Barbara Caroline Benato; Luis Gustavo Nonato; Alexandre Xavier Falcão (SIBGRAPI, 2018)

Modeling normal brain asymmetry in MR images applied to anomaly detection without segmentation and data annotation. - Samuel Botter Martins; Barbara Caroline Benato; Bruna Ferreira Silva; Clarissa Lyn Yasuda; Alexandre Xavier Falcão (Computer-Aided Diagnosis, 2019)

Intestinal Parasites Classification Using Deep Belief Networks. - Mateus Roder; Leandro A. Passos; Luiz Carlos Felix Ribeiro; Barbara Caroline Benato; Alexandre Xavier Falcão; João Paulo Papa (ICAISC (1), 2020)

Feature Learning from Image Markers for Object Delineation. - Italos Estilon de Souza; Barbara Caroline Benato; Alexandre Xavier Falcão (SIBGRAPI, 2020)

Convolutional Neural Networks from Image Markers. - Barbara Caroline Benato; Italos Estilon de Souza; Felipe L. Galvão; Alexandre X. Falcão (CoRR, 2020)

Semi-supervised Deep Learning Based on Label Propagation in a 2D Embedded Space. - Barbara Caroline Benato; Jancarlo F. Gomes; Alexandru C. Telea; Alexandre Xavier Falcão (CIARP, 2021)

Iterative Pseudo-Labeling with Deep Feature Annotation and Confidence-Based Sampling. - Barbara Caroline Benato; Alexandru C. Telea; Alexandre X. Falcão (SIBGRAPI, 2021)

Semi-automatic data annotation guided by feature space projection. - Barbara Caroline Benato; Jancarlo F. Gomes; Alexandru C. Telea; Alexandre X. Falcão (Pattern Recognit., 2021)

Linking Data Separation, Visual Separation, and Classifier Performance Using Pseudo-labeling by Contrastive Learning. - Barbara Caroline Benato; Alexandre Xavier Falcão; Alexandru Cristian Telea (VISIGRAPP (5: VISAPP), 2023)

Deep feature annotation by iterative meta-pseudo-labeling on 2D projections. - Barbara Caroline Benato; Alexandru C. Telea; Alexandre X. Falcão (Pattern Recognit., 2023)

Measuring the quality of projections of high-dimensional labeled data. - Barbara Caroline Benato; Alexandre X. Falcão; Alexandru C. Telea (Comput. Graph., 2023)

Understanding Marker-Based Normalization for FLIM Networks. - Leonardo de Melo Joao; Matheus Abrantes Cerqueira; Barbara Caroline Benato; Alexandre Xavier Falcão (VISIGRAPP (2): VISAPP, 2024)

Human-in-the-loop: Using classifier decision boundary maps to improve pseudo labels. - Barbara Caroline Benato; Cristian Grosu; Alexandre X. Falcão; Alexandru C. Telea (Comput. Graph., 2024)