SegNetRes-CRF: A Deep Convolutional Encoder-Decoder Architecture for Semantic Image Segmentation. - Luiz Antonio de Oliveira Junior; Heitor R. Medeiros; David Macedo; Cleber Zanchettin; Adriano L. I. Oliveira; Teresa Bernarda Ludermir (IJCNN, 2018)

Latin hypercube initialization strategy for design space exploration of deep neural network architectures. - Heitor R. Medeiros; Diogo M. F. Izidio; Antonyus P. do A. Ferreira; Edna Natividade da Silva Barros (GECCO (Companion), 2019)

Dynamic topology and relevance learning SOM-based algorithm for image clustering tasks. - Heitor R. Medeiros; Felipe D. B. de Oliveira; Hansenclever de F. Bassani; Aluízio F. R. Araújo (Comput. Vis. Image Underst., 2019)

Deep Categorization with Semi-Supervised Self-Organizing Maps. - Pedro H. M. Braga; Heitor R. Medeiros; Hansenclever F. Bassani (IJCNN, 2020)

Learning to Play Soccer by Reinforcement and Applying Sim-to-Real to Compete in the Real World. - Hansenclever F. Bassani; Renie A. Delgado; José Nilton de O. Lima Junior; Heitor R. Medeiros; Pedro H. M. Braga; Alain Tapp (CoRR, 2020)

A Framework for Studying Reinforcement Learning and Sim-to-Real in Robot Soccer. - Hansenclever F. Bassani; Renie A. Delgado; José Nilton de O. Lima Junior; Heitor R. Medeiros; Pedro H. M. Braga; Mateus G. Machado; Lucas H. C. Santos; Alain Tapp (CoRR, 2020)

An embedded automatic license plate recognition system using deep learning. - Diogo M. F. Izidio; Antonyus P. A. Ferreira; Heitor R. Medeiros; Edna Natividade da Silva Barros (Des. Autom. Embed. Syst., 2020)

Accurate Parameter-Efficient Test-Time Adaptation for Time Series Forecasting. - Heitor R. Medeiros; Hossein Sharifi-Noghabi; Gabriel L. Oliveira; Saghar Irandoust (CoRR, 2025)