Jônatas Wehrmann
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A character-based convolutional neural network for language-agnostic Twitter sentiment analysis
J Wehrmann, W Becker, HEL Cagnini, RC Barros
2017 International Joint Conference on Neural Networks (IJCNN), 2384-2391, 2017
812017
Hierarchical multi-label classification networks
J Wehrmann, R Cerri, R Barros
International Conference on Machine Learning, 5075-5084, 2018
582018
Adult Content Detection in Videos with Convolutional and Recurrent Neural Networks
J Wehrmann, G Simões, RC Barros, VF Cavalcante
Neurocomputing, 2017
452017
Movie genre classification with convolutional neural networks
GS Simões, J Wehrmann, RC Barros, DD Ruiz
2016 International Joint Conference on Neural Networks (IJCNN), 259-266, 2016
452016
Movie Genre Classification: A Multi-Label Approach based on Convolutions through Time
J Wehrmann, RC Barros
Applied Soft Computing, 2017
322017
Bidirectional Retrieval Made Simple
J Wehrmann, RC Barros
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018
302018
Hierarchical multi-label classification with chained neural networks
J Wehrmann, RC Barros, SN Dôres, R Cerri
Proceedings of the Symposium on Applied Computing, 790-795, 2017
202017
Order embeddings and character-level convolutions for multimodal alignment
J Wehrmann, A Mattjie, RC Barros
Pattern Recognition Letters 102, 15-22, 2018
182018
A Multi-Task Neural Network for Multilingual Sentiment Classification and Language Detection on Twitter
J Wehrmann, WE Becker, RC Barros
ACM/SIGAPP Symposium On Applied Computing 2 (32), 37, 2018
172018
An Efficient Deep Neural Architecture for Multilingual Sentiment Analysis in Twitter
W Becker, J Wehrmann, HEL Cagnini, RC Barros
Proceedings of the Thirtieth International Florida Artificial Intelligence …, 2017
152017
Convolutions through time for multi-label movie genre classification
J Wehrmann, RC Barros
Proceedings of the Symposium on Applied Computing, 114-119, 2017
142017
(Deep) learning from frames
J Wehrmann, RC Barros, GS Simões, TS Paula, DD Ruiz
2016 5th Brazilian Conference on Intelligent Systems (BRACIS), 1-6, 2016
122016
Language-Agnostic Visual-Semantic Embeddings
J Wehrmann, DM Souza, MA Lopes, RC Barros
IEEE International Conference on Computer Vision (ICCV), 2019
82019
Leveraging deep visual features for content-based movie recommender systems
RJ Rassweiler Filho, J Wehrmann, RC Barros
2017 International Joint Conference on Neural Networks (IJCNN), 604-611, 2017
62017
Fast self-attentive multimodal retrieval
J Wehrmann, MA Lopes, MD More, RC Barros
2018 IEEE Winter Conference on Applications of Computer Vision (WACV), 1871-1878, 2018
52018
Adaptive Cross-modal Embeddings for Image-Text Alignment
J Wehrmann, C Kolling, RC Barros
AAAI Conference on Artificial Intelligence (AAAI), 2020
42020
GADIS: A Genetic Algorithm for Database Index Selection
P Neuhaus, J Couto, J Wehrmann, DD Ruiz, F Meneguzzi
42019
Real-Time Detection of Pedestrian Traffic Lights for Visually-Impaired People
MC Ghilardi, G Simoes, J Wehrmann, IH Manssour, RC Barros
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
42018
Self-Attention for Synopsis-Based Multi-Label Movie Genre Classification
J Wehrmann, MA Lopes, RC Barros
Proceedings of the Thirty-First International Florida Artificial …, 2018
22018
Fast and Efficient Text Classification with Class-based Embeddings
J Wehrmann, K C, RC Barros
IEEE International Joint Conference on Neural Networks, 2019
12019
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