κ-Entropy Based Restricted Boltzmann Machines. - Leandro Aparecido Passos; Marcos Cleison Silva Santana; Thierry Pinheiro Moreira; João Paulo Papa (IJCNN, 2019)

Image Denoising using Attention-Residual Convolutional Neural Networks. - Rafael Goncalves Pires; Daniel F. S. Santos; Cláudio F. G. Santos; Marcos C. S. Santana; João P. Papa (SIBGRAPI, 2020)

Manifold Learning-based Clustering Approach Applied to Anomaly Detection in Surveillance Videos. - Leonardo Tadeu Lopes; Lucas Pascotti Valem; Daniel Carlos Guimarães Pedronette; Ivan Rizzo Guilherme; João Paulo Papa; Marcos Cleison Silva Santana; Danilo Colombo (VISIGRAPP (5: VISAPP), 2020)

A Novel Siamese-Based Approach for Scene Change Detection With Applications to Obstructed Routes in Hazardous Environments. - Marcos C. S. Santana; Leandro Aparecido Passos Júnior; Thierry Pinheiro Moreira; Danilo Colombo; Victor Hugo C. de Albuquerque; João Paulo Papa (IEEE Intell. Syst., 2020)

Computer-assisted Parkinson's disease diagnosis using fuzzy optimum- path forest and Restricted Boltzmann Machines. - Renato William R. de Souza; Daniel Santos da Silva; Leandro A. Passos; Mateus Roder; Marcos C. S. Santana; Plácido Rogério Pinheiro; Victor Hugo C. de Albuquerque (Comput. Biol. Medicine, 2021)

An End-to-End Approach for Seam Carving Detection Using Deep Neural Networks. - Thierry Pinheiro Moreira; Marcos Cleison S. Santana; Leandro A. Passos; João Paulo Papa; Kelton Augusto Pontara da Costa (IbPRIA, 2022)

Gait Recognition Based on Deep Learning: A Survey. - Claudio Filipi Gonçalves dos Santos; Diego de Souza Oliveira; Leandro A. Passos; Rafael Gonçalves Pires; Daniel Felipe Silva Santos; Lucas Pascotti Valem; Thierry Pinheiro Moreira; Marcos Cleison S. Santana; Mateus Roder; João Paulo Papa; Danilo Colombo (ACM Comput. Surv., 2023)

DeepCraftFuse: visual and deeply-learnable features work better together for esophageal cancer detection in patients with Barrett's esophagus. - Luis Antônio de Souza Júnior; André G. C. Pacheco; Leandro A. Passos; Marcos C. S. Santana; Robert Mendel; Alanna Ebigbo; Andreas Probst; Helmut Messmann; Christoph Palm; João Paulo Papa (Neural Comput. Appl., 2024)

Layer-selective deep representation to improve esophageal cancer classification. - Luis Antônio de Souza; Leandro A. Passos; Marcos Cleison S. Santana; Robert Mendel; David Rauber; Alanna Ebigbo; Andreas Probst; Helmut Messmann; João Paulo Papa; Christoph Palm (Medical Biol. Eng. Comput., 2024)