Otávio Parraga

According to our database, Otávio Parraga authored at least 7 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2025

Fairness in Deep Learning: A Survey on Vision and Language Research.

Otávio Parraga, Martin D. Móre, Christian Mattjie de Oliveira, Nathan S. Gavenski, Lucas S. Kupssinskü, Adilson Medronha, Luis Vinícius de Moura, Gabriel S. Simões, Rodrigo C. Barros

ACM Comput. Surv., June, 2025

2024

One Against Many: Exploring Multi-task Learning Generalization in Source-Code Tasks.

Otávio Parraga, Lucas S. Kupssinskü, Christian Mattjie de Oliveira, Rodrigo C. Barros

Proceedings of the International Joint Conference on Neural Networks, 2024

2023

Zero-Shot Performance of the Segment Anything Model (SAM) in 2D Medical Imaging: A Comprehensive Evaluation and Practical Guidelines.

Christian Mattjie de Oliveira, Luis Vinícius de Moura, Rafaela Cappelari Ravazio, Lucas S. Kupssinskü, Otávio Parraga, Marcelo Mussi Delucis, Rodrigo C. Barros

Proceedings of the 23rd IEEE International Conference on Bioinformatics and Bioengineering, 2023

2022

Debiasing Methods for Fairer Neural Models in Vision and Language Research: A Survey.

Otávio Parraga, Martin D. Móre, Christian Mattjie de Oliveira, Nathan S. Gavenski, Lucas S. Kupssinskü, Adilson Medronha, Luis Vinícius de Moura, Gabriel S. Simões, Rodrigo C. Barros

CoRR, 2022

Efficient Counterfactual Debiasing for Visual Question Answering.

Camila Kolling, Martin D. Móre, Nathan Gavenski, Eduardo H. P. Pooch, Otávio Parraga, Rodrigo C. Barros

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

COBE: A Natural Language Code Search Robustness Benchmark.

Jonatas Wehrmann, Otávio Parraga, Rodrigo C. Barros

Proceedings of the International Joint Conference on Neural Networks, 2022

Leveraging Textual Descriptions for House Price Valuation.

Luís Fernando Bittencourt, Otávio Parraga, Duncan D. Ruiz, Isabel H. Manssour, Soraia Raupp Musse, Rodrigo C. Barros

Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022