Barbara Caroline Benato

21 papers C 1Journal 11Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
Transformed Multi-view 3D Shape Features with Contrastive Learning.
CoRR
Márcus Vinícius Lobo Costa, Sherlon Almeida da Silva, Barbara Caroline Benato, Leo Sampaio Ferraz Ribeiro, Moacir Antonelli Ponti
2024 J jnl
Human-in-the-loop: Using classifier decision boundary maps to improve pseudo labels.
Comput. Graph.
Barbara Caroline Benato, Cristian Grosu, Alexandre X. Falcão, Alexandru C. Telea
2024 — —
Pseudo labeling and classification of high-dimensional data using visual analytics.
Barbara Caroline Benato
2024 — conf
Understanding Marker-Based Normalization for FLIM Networks.
VISIGRAPP (2): VISAPP
Leonardo de Melo Joao, Matheus Abrantes Cerqueira, Barbara Caroline Benato, Alexandre Xavier Falcão
2023 J jnl
Deep feature annotation by iterative meta-pseudo-labeling on 2D projections.
Pattern Recognit.
Barbara Caroline Benato, Alexandru C. Telea, Alexandre X. Falcão
2023 — conf
Linking Data Separation, Visual Separation, and Classifier Performance Using Pseudo-labeling by Contrastive Learning.
VISIGRAPP (5: VISAPP)
Barbara Caroline Benato, Alexandre Xavier Falcão, Alexandru Cristian Telea
2023 J jnl
Linking data separation, visual separation, and classifier performance using pseudo-labeling by contrastive learning.
CoRR
Barbara Caroline Benato, Alexandre Xavier Falcão, Alexandru Cristian Telea
2023 J jnl
Measuring the quality of projections of high-dimensional labeled data.
Comput. Graph.
Barbara Caroline Benato, Alexandre X. Falcão, Alexandru C. Telea
2021 J jnl
Intestinal Parasites Classification Using Deep Belief Networks.
CoRR
Mateus Roder, Leandro A. Passos, Luiz Carlos Felix Ribeiro, Barbara Caroline Benato, Alexandre Xavier Falcão, João Paulo Papa
2021 — conf
Iterative Pseudo-Labeling with Deep Feature Annotation and Confidence-Based Sampling.
SIBGRAPI
Barbara Caroline Benato, Alexandru C. Telea, Alexandre X. Falcão
2021 J jnl
Iterative Pseudo-Labeling with Deep Feature Annotation and Confidence-Based Sampling.
CoRR
Barbara Caroline Benato, Alexandru C. Telea, Alexandre X. Falcão
2021 J jnl
Semi-automatic data annotation guided by feature space projection.
Pattern Recognit.
Barbara Caroline Benato, Jancarlo F. Gomes, Alexandru C. Telea, Alexandre X. Falcão
2021 C conf
Semi-supervised Deep Learning Based on Label Propagation in a 2D Embedded Space.
CIARP
Barbara Caroline Benato, Jancarlo F. Gomes, Alexandru C. Telea, Alexandre Xavier Falcão
2020 J jnl
Convolutional Neural Networks from Image Markers.
CoRR
Barbara Caroline Benato, Italos Estilon de Souza, Felipe L. Galvão, Alexandre X. Falcão
2020 — conf
Feature Learning from Image Markers for Object Delineation.
SIBGRAPI
Italos Estilon de Souza, Barbara Caroline Benato, Alexandre Xavier Falcão
2020 — conf
Intestinal Parasites Classification Using Deep Belief Networks.
ICAISC (1)
Mateus Roder, Leandro A. Passos, Luiz Carlos Felix Ribeiro, Barbara Caroline Benato, Alexandre Xavier Falcão, João Paulo Papa
2020 J jnl
Semi-Automatic Data Annotation guided by Feature Space Projection.
CoRR
Barbara Caroline Benato, Jancarlo Ferreira Gomes, Alexandru Cristian Telea, Alexandre Xavier Falcão
2020 J jnl
Semi-supervised deep learning based on label propagation in a 2D embedded space.
CoRR
Barbara Caroline Benato, Jancarlo Ferreira Gomes, Alexandru Cristian Telea, Alexandre Xavier Falcão
2019 — conf
Modeling normal brain asymmetry in MR images applied to anomaly detection without segmentation and data annotation.
Computer-Aided Diagnosis
Samuel Botter Martins, Barbara Caroline Benato, Bruna Ferreira Silva, Clarissa Lyn Yasuda, Alexandre Xavier Falcão
2018 — conf
Delaunay Triangulation Data Augmentation Guided by Visual Analytics for Deep Learning.
SIBGRAPI
Alan Zanoni Peixinho, Barbara Caroline Benato, Luis Gustavo Nonato, Alexandre Xavier Falcão
2018 — conf
Semi-Supervised Learning with Interactive Label Propagation Guided by Feature Space Projections.
SIBGRAPI
Barbara Caroline Benato, Alexandru Cristian Telea, Alexandre Xavier Falcão