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An Extensive Experimental Evaluation of Automated Machine Learning Methods for Recommending Classification Algorithms (Extended Version)

Sep 16, 2020
M谩rcio P. Basgalupp, Rodrigo C. Barros, Alex G. C. de S谩, Gisele L. Pappa, Rafael G. Mantovani, Andr茅 C. P. L. F. de Carvalho, Alex A. Freitas

* Accepted at Evolutionary Intelligence 

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Imitating Unknown Policies via Exploration

Aug 13, 2020
Nathan Gavenski, Juarez Monteiro, Roger Granada, Felipe Meneguzzi, Rodrigo C. Barros

* This paper has been accepted in the British Machine Vision Virtual Conference (BMVC) 2020 

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HAPRec: Hybrid Activity and Plan Recognizer

Apr 28, 2020
Roger Granada, Ramon Fraga Pereira, Juarez Monteiro, Leonardo Amado, Rodrigo C. Barros, Duncan Ruiz, Felipe Meneguzzi

* Demo paper of the AAAI 2020 Workshop on Plan, Activity, and Intent Recognition 

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Component Analysis for Visual Question Answering Architectures

Feb 12, 2020
Camila Kolling, J么natas Wehrmann, Rodrigo C. Barros

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Can we trust deep learning models diagnosis? The impact of domain shift in chest radiograph classification

Sep 03, 2019
Eduardo H. P. Pooch, Pedro L. Ballester, Rodrigo C. Barros

* 4 pages, 2 figures, to be submitted to ISBI 2020 

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Classifying Norm Conflicts using Learned Semantic Representations

May 13, 2019
Jo茫o Paulo Aires, Roger Granada, Juarez Monteiro, Rodrigo C. Barros, Felipe Meneguzzi

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Unsupervised domain adaptation for medical imaging segmentation with self-ensembling

Nov 14, 2018
Christian S. Perone, Pedro Ballester, Rodrigo C. Barros, Julien Cohen-Adad

* 15 pages, 9 figures 

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Order embeddings and character-level convolutions for multimodal alignment

Jun 03, 2017
J么natas Wehrmann, Anderson Mattjie, Rodrigo C. Barros

* 7 pages, 5 figures, submitted to Pattern Recognition Letters 

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