Jonatas Wehrmann

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 31

Top Topics

Genre Classification

Convolutional Neural Networks

Sentiment Analysis

Top Venues

FLAIRS Conference

Publications

Matheus K. Venturelli, Pedro H. Gomes, Jonatas Wehrmann
Looks Like Magic: Transfer Learning in GANs to Generate New Card Illustrations. CoRR (2022)
Jonatas Wehrmann, Otávio Parraga, Rodrigo C. Barros
COBE: A Natural Language Code Search Robustness Benchmark. IJCNN (2022)
Matheus K. Venturelli, Pedro H. Gomes, Jonatas Wehrmann
Looks Like Magic: Transfer Learning in GANs to Generate New Card Illustrations. IJCNN (2022)
Vinicius G. Pereira, Jonatas Wehrmann
Teaching StyleGAN to Read: Improving Text-to-image Synthesis with U2C Transfer Learning. BMVC (2022)
Jonatas Wehrmann, Camila Kolling, Rodrigo C. Barros
Adaptive Cross-Modal Embeddings for Image-Text Alignment. AAAI (2020)
Douglas M. Souza, Jonatas Wehrmann, Duncan D. Ruiz
Efficient Neural Architecture for Text-to-Image Synthesis. IJCNN (2020)
Camila Kolling, Jonatas Wehrmann, Rodrigo C. Barros
Component Analysis for Visual Question Answering Architectures. IJCNN (2020)
Douglas M. Souza, Jonatas Wehrmann, Duncan D. Ruiz
Efficient Neural Architecture for Text-to-Image Synthesis. CoRR (2020)
Camila Kolling, Jonatas Wehrmann, Rodrigo C. Barros
Component Analysis for Visual Question Answering Architectures. CoRR (2020)
Jonatas Wehrmann, Camila Kolling, Rodrigo C. Barros
Fast and Efficient Text Classification with Class-based Embeddings. IJCNN (2019)
Jonatas Wehrmann, Maurício Armani Lopes, Douglas M. Souza, Rodrigo C. Barros
Language-Agnostic Visual-Semantic Embeddings. ICCV (2019)
Gabriel S. Simões, Jonatas Wehrmann, Rodrigo C. Barros
Attention-based Adversarial Training for Seamless Nudity Censorship. IJCNN (2019)
Priscilla Neuhaus, Julia Couto, Jonatas Wehrmann, Duncan Dubugras Alcoba Ruiz, Felipe Meneguzzi
GADIS: A Genetic Algorithm for Database Index Selection (S). SEKE (2019)
Jonatas Wehrmann, Mauricio A. Lopes, Martin D. More, Rodrigo C. Barros
Fast Self-Attentive Multimodal Retrieval. WACV (2018)
Jonatas Wehrmann, Ricardo Cerri, Rodrigo C. Barros
Hierarchical Multi-Label Classification Networks. ICML (2018)
Marcelo Cabral Ghilardi, Gabriel S. Simoes, Jonatas Wehrmann, Isabel Harb Manssour, Rodrigo C. Barros
Real-Time Detection of Pedestrian Traffic Lights for Visually-Impaired People. IJCNN (2018)
Jonatas Wehrmann, Willian E. Becker, Rodrigo C. Barros
A multi-task neural network for multilingual sentiment classification and language detection on Twitter. SAC (2018)
Jonatas Wehrmann, Anderson Mattjie, Rodrigo C. Barros
Order embeddings and character-level convolutions for multimodal alignment. Pattern Recognit. Lett. 102 (2018)
Martin D. More, Douglas M. Souza, Jonatas Wehrmann, Rodrigo C. Barros
Seamless Nudity Censorship: an Image-to-Image Translation Approach based on Adversarial Training. IJCNN (2018)
Jonatas Wehrmann, Gabriel S. Simoes, Rodrigo C. Barros, Victor F. Cavalcante
Adult content detection in videos with convolutional and recurrent neural networks. Neurocomputing 272 (2018)
Jonatas Wehrmann, Rodrigo C. Barros
Bidirectional Retrieval Made Simple. CVPR (2018)
Jonatas Wehrmann, Mauricio A. Lopes, Rodrigo C. Barros
Self-Attention for Synopsis-Based Multi-Label Movie Genre Classification. FLAIRS Conference (2018)
Jonatas Wehrmann, Willian Becker, Henry E. L. Cagnini, Rodrigo C. Barros
A character-based convolutional neural network for language-agnostic Twitter sentiment analysis. IJCNN (2017)
Jonatas Wehrmann, Rodrigo C. Barros
Movie genre classification: A multi-label approach based on convolutions through time. Appl. Soft Comput. 61 (2017)
Jonatas Wehrmann, Rodrigo C. Barros, Silvia N. das Dôres, Ricardo Cerri
Hierarchical multi-label classification with chained neural networks. SAC (2017)
Ralph Jose Rassweiler Filho, Jonatas Wehrmann, Rodrigo C. Barros
Leveraging deep visual features for content-based movie recommender systems. IJCNN (2017)
Willian Becker, Jonatas Wehrmann, Henry E. L. Cagnini, Rodrigo C. Barros
An Efficient Deep Neural Architecture for Multilingual Sentiment Analysis in Twitter. FLAIRS Conference (2017)
Jonatas Wehrmann, Anderson Mattjie, Rodrigo C. Barros
Order embeddings and character-level convolutions for multimodal alignment. CoRR (2017)
Jonatas Wehrmann, Rodrigo C. Barros
Convolutions through time for multi-label movie genre classification. SAC (2017)
Jonatas Wehrmann, Rodrigo C. Barros, Gabriel S. Simoes, Thomas S. Paula, Duncan Dubugras Alcoba Ruiz
(Deep) Learning from Frames. BRACIS (2016)
Gabriel S. Simoes, Jonatas Wehrmann, Rodrigo C. Barros, Duncan D. Ruiz
Movie genre classification with Convolutional Neural Networks. IJCNN (2016)