(Deep) Learning from Frames. - Jonatas Wehrmann; Rodrigo C. Barros; Gabriel S. Simoes; Thomas S. Paula; Duncan Dubugras Alcoba Ruiz (BRACIS, 2016)

Movie genre classification with Convolutional Neural Networks. - Gabriel S. Simoes; Jonatas Wehrmann; Rodrigo C. Barros; Duncan D. Ruiz (IJCNN, 2016)

An Efficient Deep Neural Architecture for Multilingual Sentiment Analysis in Twitter. - Willian Becker; Jonatas Wehrmann; Henry E. L. Cagnini; Rodrigo C. Barros (FLAIRS, 2017)

Leveraging deep visual features for content-based movie recommender systems. - Ralph Jose Rassweiler Filho; Jonatas Wehrmann; Rodrigo C. Barros (IJCNN, 2017)

A character-based convolutional neural network for language-agnostic Twitter sentiment analysis. - Jonatas Wehrmann; Willian Becker; Henry E. L. Cagnini; Rodrigo C. Barros (IJCNN, 2017)

Convolutions through time for multi-label movie genre classification. - Jonatas Wehrmann; Rodrigo C. Barros (SAC, 2017)

Hierarchical multi-label classification with chained neural networks. - Jonatas Wehrmann; Rodrigo C. Barros; Silvia N. das Dôres; Ricardo Cerri (SAC, 2017)

Movie genre classification: A multi-label approach based on convolutions through time. - Jonatas Wehrmann; Rodrigo C. Barros (Appl. Soft Comput., 2017)

Bidirectional Retrieval Made Simple. - Jonatas Wehrmann; Rodrigo C. Barros (CVPR, 2018)

Self-Attention for Synopsis-Based Multi-Label Movie Genre Classification. - Jonatas Wehrmann; Mauricio A. Lopes; Rodrigo C. Barros (FLAIRS, 2018)

Hierarchical Multi-Label Classification Networks. - Jonatas Wehrmann; Ricardo Cerri; Rodrigo C. Barros (ICML, 2018)

Real-Time Detection of Pedestrian Traffic Lights for Visually-Impaired People. - Marcelo Cabral Ghilardi; Gabriel S. Simoes; Jonatas Wehrmann; Isabel Harb Manssour; Rodrigo C. Barros (IJCNN, 2018)

Seamless Nudity Censorship: an Image-to-Image Translation Approach based on Adversarial Training. - Martin D. Móre; Douglas M. Souza; Jonatas Wehrmann; Rodrigo C. Barros (IJCNN, 2018)

A multi-task neural network for multilingual sentiment classification and language detection on Twitter. - Jonatas Wehrmann; Willian E. Becker; Rodrigo C. Barros (SAC, 2018)

Fast Self-Attentive Multimodal Retrieval. - Jonatas Wehrmann; Mauricio A. Lopes; Martin D. Móre; Rodrigo C. Barros (WACV, 2018)

Adult content detection in videos with convolutional and recurrent neural networks. - Jonatas Wehrmann; Gabriel S. Simoes; Rodrigo C. Barros; Victor F. Cavalcante (Neurocomputing, 2018)

Order embeddings and character-level convolutions for multimodal alignment. - Jonatas Wehrmann; Anderson Mattjie; Rodrigo C. Barros (Pattern Recognit. Lett., 2018)

Language-Agnostic Visual-Semantic Embeddings. - Jonatas Wehrmann; Maurício Armani Lopes; Douglas M. Souza; Rodrigo C. Barros (ICCV, 2019)

Attention-based Adversarial Training for Seamless Nudity Censorship. - Gabriel S. Simões; Jonatas Wehrmann; Rodrigo C. Barros (IJCNN, 2019)

Fast and Efficient Text Classification with Class-based Embeddings. - Jonatas Wehrmann; Camila Kolling; Rodrigo C. Barros (IJCNN, 2019)

GADIS: A Genetic Algorithm for Database Index Selection (S). - Priscilla Neuhaus; Julia Couto 002; Jonatas Wehrmann; Duncan Dubugras Alcoba Ruiz; Felipe Meneguzzi (SEKE, 2019)

Adaptive Cross-Modal Embeddings for Image-Text Alignment. - Jonatas Wehrmann; Camila Kolling; Rodrigo C. Barros (AAAI, 2020)

Component Analysis for Visual Question Answering Architectures. - Camila Kolling; Jonatas Wehrmann; Rodrigo C. Barros (IJCNN, 2020)

Efficient Neural Architecture for Text-to-Image Synthesis. - Douglas M. Souza; Jonatas Wehrmann; Duncan D. Ruiz (IJCNN, 2020)

Teaching StyleGAN to Read: Improving Text-to-image Synthesis with U2C Transfer Learning. - Vinicius G. Pereira; Jonatas Wehrmann (BMVC, 2022)

Looks Like Magic: Transfer Learning in GANs to Generate New Card Illustrations. - Matheus K. Venturelli; Pedro H. Gomes; Jonatas Wehrmann (IJCNN, 2022)

COBE: A Natural Language Code Search Robustness Benchmark. - Jonatas Wehrmann; Otávio Parraga; Rodrigo C. Barros (IJCNN, 2022)

Anchor Your Embeddings Through the Storm: Mitigating Instance-to-Document Semantic Gap. - Ramiro N. Barros; Kristen K. Arguello; Jonatas Wehrmann (IJCNN, 2024)