Pedro L. Ballester
Pedro L. Ballester
Email confirmado em mcmaster.ca
TítuloCitado porAno
On the performance of GoogLeNet and AlexNet applied to sketches
P Ballester, RM Araujo
Thirtieth AAAI Conference on Artificial Intelligence, 2016
632016
An open-source bio-inspired solution to underwater SLAM
L Silveira, F Guth, P Drews-Jr, P Ballester, M Machado, F Codevilla, ...
IFAC-PapersOnLine 48 (2), 212-217, 2015
242015
Underwater SLAM: Challenges, state of the art, algorithms and a new biologically-inspired approach
F Guth, L Silveira, S Botelho, P Drews, P Ballester
5th IEEE RAS/EMBS International Conference on Biomedical Robotics and …, 2014
232014
Unsupervised domain adaptation for medical imaging segmentation with self-ensembling
CS Perone, P Ballester, RC Barros, J Cohen-Adad
NeuroImage 194, 1-11, 2019
112019
A topological descriptor of forward looking sonar images for navigation and mapping
M Machado, G Zaffari, P Ballester, P Drews-Jr, S Botelho
Robotics, 120-134, 2016
72016
A topological descriptor of acoustic images for navigation and mapping
MM dos Santos, P Ballester, GB Zaffari, P Drews, S Botelho
2015 12th Latin American Robotics Symposium and 2015 3rd Brazilian Symposium …, 2015
62015
Assessing the performance of convolutional neural networks on classifying disorders in apple tree leaves
P Ballester, UB Correa, M Birck, R Araujo
Latin American Workshop on Computational Neuroscience, 31-38, 2017
22017
Towards Graffiti Classification in Weakly Labeled Images Using Convolutional Neural Networks
GR Munsberg, P Ballester, MF Birck, UB Correa, VO Andersson, ...
Latin American Workshop on Computational Neuroscience, 39-48, 2017
12017
Multi-Task Reinforcement Learning: An Hybrid A3C Domain Approach
MAF Birck, UB Correa, P Ballester, VO Andersson, RM Araujo
1
Can we trust deep learning models diagnosis? The impact of domain shift in chest radiograph classification
EHP Pooch, PL Ballester, RC Barros
arXiv preprint arXiv:1909.01940, 2019
2019
Machine learning and big data analytics in bipolar disorder: A position paper from the International Society for Bipolar Disorders Big Data Task Force
IC Passos, PL Ballester, RC Barros, D Librenza‐Garcia, B Mwangi, ...
Bipolar disorders, 2019
2019
Semi-supervised learning methods for unsupervised domain adaptation in medical imaging segmentation
PL Ballester
Pontifícia Universidade Católica do Rio Grande do Sul, 2019
2019
Positive Predictive Values and Potential Success of Suicide Prediction Models (vol 76, pg 868, 2019)
IC Passos, P Ballester
JAMA PSYCHIATRY 76 (8), 872-872, 2019
2019
Big Data and Machine Learning Meet the Health Sciences
IC Passos, P Ballester, JV Pinto, B Mwangi, F Kapczinski
Personalized Psychiatry, 1-13, 2019
2019
Lateral Representation Learning in Convolutional Neural Networks
P Ballester, UB Correa, RM Araujo
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
2018
FURGbot 2014 Team Description Paper
S Silva Filho, S Botelho, E do Amaral, M Machado, M Goncalves, ...
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