| 2024 | IJCNN | Anchor Your Embeddings Through the Storm: Mitigating Instance-to-Document Semantic Gap. | Ramiro N. Barros, Kristen K. Arguello, Jonatas Wehrmann |
| 2022 | BMVC | Teaching StyleGAN to Read: Improving Text-to-image Synthesis with U2C Transfer Learning. | Vinicius G. Pereira, Jonatas Wehrmann |
| 2022 | IJCNN | Looks Like Magic: Transfer Learning in GANs to Generate New Card Illustrations. | Matheus K. Venturelli, Pedro H. Gomes, Jonatas Wehrmann |
| 2022 | IJCNN | COBE: A Natural Language Code Search Robustness Benchmark. | Jonatas Wehrmann, Otvio Parraga, Rodrigo C. Barros |
| 2020 | AAAI | Adaptive Cross-Modal Embeddings for Image-Text Alignment. | Jonatas Wehrmann, Camila Kolling, Rodrigo C. Barros |
| 2020 | IJCNN | Component Analysis for Visual Question Answering Architectures. | Camila Kolling, Jonatas Wehrmann, Rodrigo C. Barros |
| 2020 | IJCNN | Efficient Neural Architecture for Text-to-Image Synthesis. | Douglas M. Souza, Jonatas Wehrmann, Duncan D. Ruiz |
| 2019 | ICCV | Language-Agnostic Visual-Semantic Embeddings. | Jonatas Wehrmann, Maurcio Armani Lopes, Douglas M. Souza, Rodrigo C. Barros |
| 2019 | IJCNN | Attention-based Adversarial Training for Seamless Nudity Censorship. | Gabriel S. Simes, Jonatas Wehrmann, Rodrigo C. Barros |
| 2019 | IJCNN | Fast and Efficient Text Classification with Class-based Embeddings. | Jonatas Wehrmann, Camila Kolling, Rodrigo C. Barros |
| 2019 | SEKE | GADIS: A Genetic Algorithm for Database Index Selection (S). | Priscilla Neuhaus, Julia Couto, Jonatas Wehrmann, Duncan Dubugras Alcoba Ruiz, Felipe Meneguzzi |
| 2018 | CVPR | Bidirectional Retrieval Made Simple. | Jonatas Wehrmann, Rodrigo C. Barros |
| 2018 | FlAIRS | Self-Attention for Synopsis-Based Multi-Label Movie Genre Classification. | Jonatas Wehrmann, Mauricio A. Lopes, Rodrigo C. Barros |
| 2018 | ICML | Hierarchical Multi-Label Classification Networks. | Jonatas Wehrmann, Ricardo Cerri, Rodrigo C. Barros |
| 2018 | IJCNN | 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 |
| 2018 | IJCNN | Seamless Nudity Censorship: an Image-to-Image Translation Approach based on Adversarial Training. | Martin D. Mre, Douglas M. Souza, Jonatas Wehrmann, Rodrigo C. Barros |
| 2018 | SAC | A multi-task neural network for multilingual sentiment classification and language detection on Twitter. | Jonatas Wehrmann, Willian E. Becker, Rodrigo C. Barros |
| 2018 | WACV | Fast Self-Attentive Multimodal Retrieval. | Jonatas Wehrmann, Mauricio A. Lopes, Martin D. Mre, Rodrigo C. Barros |
| 2017 | FlAIRS | An Efficient Deep Neural Architecture for Multilingual Sentiment Analysis in Twitter. | Willian Becker, Jonatas Wehrmann, Henry E. L. Cagnini, Rodrigo C. Barros |
| 2017 | IJCNN | Leveraging deep visual features for content-based movie recommender systems. | Ralph Jose Rassweiler Filho, Jonatas Wehrmann, Rodrigo C. Barros |
| 2017 | IJCNN | A character-based convolutional neural network for language-agnostic Twitter sentiment analysis. | Jonatas Wehrmann, Willian Becker, Henry E. L. Cagnini, Rodrigo C. Barros |
| 2017 | SAC | Convolutions through time for multi-label movie genre classification. | Jonatas Wehrmann, Rodrigo C. Barros |
| 2017 | SAC | Hierarchical multi-label classification with chained neural networks. | Jonatas Wehrmann, Rodrigo C. Barros, Silvia N. das Dres, Ricardo Cerri |
| 2016 | IJCNN | Movie genre classification with Convolutional Neural Networks. | Gabriel S. Simoes, Jonatas Wehrmann, Rodrigo C. Barros, Duncan D. Ruiz |