Leodécio Braz

Institute of Computing - University of Campinas

Leodécio Braz is a Ph.D. candidate in Computer Science at the Institute of Computing at the University of Campinas (IC - UNICAMP). He is a member of the Hub of Artificial Intelligence and Cognitive Architectures (HIAAC), performing research in Trusthyworth AI, mainly in the area of fairness and explainability.

Interests

Machine/Deep Learning
Computer Vision
AI Ethics

Education

PhD in Computer Science, 2027 Institute of Computing - University of Campinas

MS in Computer Science, 2021 Institute of Computing - University of Campinas

BSc in Computer Science, 2019 Federal University of Ceará (UFC)

Publications

Image-text integration using a multimodal fusion network module for movie genre classification

Leodécio Braz, Vinícius Teixeira, Helio Pedrini, Zanoni Dias (2021). 11th International Conference of Pattern Recognition Systems (ICPRS 2021).

Classification of Musculoskeletal Abnormalities with Convolutional Neural Networks

Guilherme Tiaki Sassai Sato, Leodécio Braz da Silva Segundo, Zanoni Dias (2020). Brazilian Symposium on Bioinformatics.

ImTeNet: Image-Text Classification Network for Abnormality Detection and Automatic Reporting on Musculoskeletal Radiographs

Leodécio Braz, Vinicius Teixeira, Helio Pedrini, Zanoni Dias (2020). Brazilian Symposium on Bioinformatics.

Interests

Education

Publications

Image-text integration using a multimodal fusion network module for movie genre classification

Classification of Musculoskeletal Abnormalities with Convolutional Neural Networks

ImTeNet: Image-Text Classification Network for Abnormality Detection and Automatic Reporting on Musculoskeletal Radiographs

DuaLAnet: Dual lesion attention network for thoracic disease classification in chest X-rays

Handbags classification model via deep learning

Classificação de Personagens Animados usando Redes Neurais Convolucionais Profundas Pré-treinadas e Fine-tuning