Rodrigo F. Berriel

Computer Science · Physical Sciences

16h-index949citations42works0.02yr avg
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Research Topics

Advanced Neural Network Applications(13), Autonomous Vehicle Technology and Safety(11), Domain Adaptation and Few-Shot Learning(7), Video Surveillance and Tracking Methods(6), Handwritten Text Recognition Techniques(6)

Publications42 total

Cross-Domain Object Detection Using Unsupervised Image Translation
arXiv (Cornell University)·2026Open Access
Budget-aware pruning: Handling multiple domains with less parameters
Pattern Recognition·2025Open Access
Budget-Aware Pruning: Handling Multiple Domains with Less Parameters
SSRN Electronic Journal·2024Open Access
Budget-Aware Pruning: Handling Multiple Domains with Less Parameters
arXiv (Cornell University)·2023· 1 citedOpen Access
Budget-Aware Pruning for Multi-Domain Learning
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Budget-Aware Pruning for Multi-domain Learning
Lecture notes in computer science·2023· 3 citedOpen Access
Temperature Prediction in Blast Furnaces: A Machine Learning Comparative Study
2022· 3 cited
A human-in-the-loop recommendation-based framework for reconstruction of mechanically shredded documents
Pattern Recognition Letters·2022· 3 cited
Budget-Aware Pruning for Multi-Domain Learning
arXiv (Cornell University)·2022· 1 citedOpen Access
Lane Marking Detection and Classification using Spatial-Temporal Feature Pooling
2022 International Joint Conference on Neural Networks (IJCNN)·2022· 7 cited
Deep traffic sign detection and recognition without target domain real images
Machine Vision and Applications·2022· 10 cited
Cross-domain object detection using unsupervised image translation
Expert Systems with Applications·2021· 25 citedOpen Access
A Machine Learning-based System for Financial Fraud Detection
2021· 11 citedOpen Access
On the efforts on training deep neural networks: reducing computational and data-related costs
LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)·2021Open Access
Keep your Eyes on the Lane: Real-time Attention-guided Lane Detection
2021· 28 citedOpen Access
Copycat CNN: Are random non-Labeled data enough to steal knowledge from black-box models?
Pattern Recognition·2021· 16 citedOpen Access
PolyLaneNet: Lane Estimation via Deep Polynomial Regression
2021· 45 citedOpen Access
Deep Learning-based Type Identification of Volumetric MRI Sequences
2021· 17 citedOpen Access
Keep your Eyes on the Lane: Attention-guided Lane Detection.
arXiv (Cornell University)·2020· 16 citedOpen Access
Deep traffic light detection by overlaying synthetic context on arbitrary natural images
Computers & Graphics·2020· 13 citedOpen Access
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Frequent Co-authors

Thiago Oliveira-Santos(34), Alberto F. De Souza(27), Claudine Badué(26), Thiago M. Paixão(23), Nicu Sebe(11), Lucas Tabelini(8), Maria Claudia Silva Bóeres(6), Samuel Felipe dos Santos(6), Jurandy Almeida(6), Thiago Oliveira-Santos(5), Rânik Guidolini(4), Vinicius B. Cardoso(4), Alessandro L. Koerich(3), Jacson Rodrigues Correia-Silva(2), André T. Lopes(2), Raphael V. Carneiro(2), Pedro Azevedo(2), Edilson de Aguiar(2), Vinicius F. Arruda(2), Jean Pablo Vieira de Mello(2)