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Jonatas Wehrmann
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2020 – today
- 2024
- [c25]Ramiro N. Barros, Kristen K. Arguello, Jonatas Wehrmann:
Anchor Your Embeddings Through the Storm: Mitigating Instance-to-Document Semantic Gap. IJCNN 2024: 1-8 - 2022
- [c24]Vinicius G. Pereira, Jonatas Wehrmann:
Teaching StyleGAN to Read: Improving Text-to-image Synthesis with U2C Transfer Learning. BMVC 2022: 512 - [c23]Matheus K. Venturelli, Pedro H. Gomes, Jonatas Wehrmann:
Looks Like Magic: Transfer Learning in GANs to Generate New Card Illustrations. IJCNN 2022: 1-8 - [c22]Jonatas Wehrmann, Otávio Parraga, Rodrigo C. Barros:
COBE: A Natural Language Code Search Robustness Benchmark. IJCNN 2022: 1-8 - [i4]Matheus K. Venturelli, Pedro H. Gomes, Jonatas Wehrmann:
Looks Like Magic: Transfer Learning in GANs to Generate New Card Illustrations. CoRR abs/2205.14442 (2022) - 2020
- [c21]Jonatas Wehrmann, Camila Kolling, Rodrigo C. Barros:
Adaptive Cross-Modal Embeddings for Image-Text Alignment. AAAI 2020: 12313-12320 - [c20]Camila Kolling, Jonatas Wehrmann, Rodrigo C. Barros:
Component Analysis for Visual Question Answering Architectures. IJCNN 2020: 1-8 - [c19]Douglas M. Souza, Jonatas Wehrmann, Duncan D. Ruiz:
Efficient Neural Architecture for Text-to-Image Synthesis. IJCNN 2020: 1-8 - [i3]Camila Kolling, Jonatas Wehrmann, Rodrigo C. Barros:
Component Analysis for Visual Question Answering Architectures. CoRR abs/2002.05104 (2020) - [i2]Douglas M. Souza, Jonatas Wehrmann, Duncan D. Ruiz:
Efficient Neural Architecture for Text-to-Image Synthesis. CoRR abs/2004.11437 (2020)
2010 – 2019
- 2019
- [c18]Jonatas Wehrmann, Maurício Armani Lopes, Douglas M. Souza, Rodrigo C. Barros:
Language-Agnostic Visual-Semantic Embeddings. ICCV 2019: 5803-5812 - [c17]Gabriel S. Simões, Jonatas Wehrmann, Rodrigo C. Barros:
Attention-based Adversarial Training for Seamless Nudity Censorship. IJCNN 2019: 1-8 - [c16]Jonatas Wehrmann, Camila Kolling, Rodrigo C. Barros:
Fast and Efficient Text Classification with Class-based Embeddings. IJCNN 2019: 1-8 - [c15]Priscilla Neuhaus, Julia Couto, Jonatas Wehrmann, Duncan Dubugras Alcoba Ruiz, Felipe Meneguzzi:
GADIS: A Genetic Algorithm for Database Index Selection (S). SEKE 2019: 39-54 - 2018
- [j3]Jonatas Wehrmann, Gabriel S. Simoes, Rodrigo C. Barros, Victor F. Cavalcante:
Adult content detection in videos with convolutional and recurrent neural networks. Neurocomputing 272: 432-438 (2018) - [j2]Jonatas Wehrmann, Anderson Mattjie, Rodrigo C. Barros:
Order embeddings and character-level convolutions for multimodal alignment. Pattern Recognit. Lett. 102: 15-22 (2018) - [c14]Jonatas Wehrmann, Rodrigo C. Barros:
Bidirectional Retrieval Made Simple. CVPR 2018: 7718-7726 - [c13]Jonatas Wehrmann, Mauricio A. Lopes, Rodrigo C. Barros:
Self-Attention for Synopsis-Based Multi-Label Movie Genre Classification. FLAIRS 2018: 236-241 - [c12]Jonatas Wehrmann, Ricardo Cerri, Rodrigo C. Barros:
Hierarchical Multi-Label Classification Networks. ICML 2018: 5225-5234 - [c11]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: 1-8 - [c10]Martin D. Móre, Douglas M. Souza, Jonatas Wehrmann, Rodrigo C. Barros:
Seamless Nudity Censorship: an Image-to-Image Translation Approach based on Adversarial Training. IJCNN 2018: 1-8 - [c9]Jonatas Wehrmann, Willian E. Becker, Rodrigo C. Barros:
A multi-task neural network for multilingual sentiment classification and language detection on Twitter. SAC 2018: 1805-1812 - [c8]Jonatas Wehrmann, Mauricio A. Lopes, Martin D. Móre, Rodrigo C. Barros:
Fast Self-Attentive Multimodal Retrieval. WACV 2018: 1871-1878 - 2017
- [j1]Jonatas Wehrmann, Rodrigo C. Barros:
Movie genre classification: A multi-label approach based on convolutions through time. Appl. Soft Comput. 61: 973-982 (2017) - [c7]Willian Becker, Jonatas Wehrmann, Henry E. L. Cagnini, Rodrigo C. Barros:
An Efficient Deep Neural Architecture for Multilingual Sentiment Analysis in Twitter. FLAIRS 2017: 246-251 - [c6]Ralph Jose Rassweiler Filho, Jonatas Wehrmann, Rodrigo C. Barros:
Leveraging deep visual features for content-based movie recommender systems. IJCNN 2017: 604-611 - [c5]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: 2384-2391 - [c4]Jonatas Wehrmann, Rodrigo C. Barros:
Convolutions through time for multi-label movie genre classification. SAC 2017: 114-119 - [c3]Jonatas Wehrmann, Rodrigo C. Barros, Silvia N. das Dôres, Ricardo Cerri:
Hierarchical multi-label classification with chained neural networks. SAC 2017: 790-795 - [i1]Jonatas Wehrmann, Anderson Mattjie, Rodrigo C. Barros:
Order embeddings and character-level convolutions for multimodal alignment. CoRR abs/1706.00999 (2017) - 2016
- [c2]Jonatas Wehrmann, Rodrigo C. Barros, Gabriel S. Simoes, Thomas S. Paula, Duncan Dubugras Alcoba Ruiz:
(Deep) Learning from Frames. BRACIS 2016: 1-6 - [c1]Gabriel S. Simoes, Jonatas Wehrmann, Rodrigo C. Barros, Duncan D. Ruiz:
Movie genre classification with Convolutional Neural Networks. IJCNN 2016: 259-266
Coauthor Index
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