Our Publications

Selected work

ICIAP

2019

Regularized Evolutionary Algorithm for Dynamic Neural Topology Search

Regularized Evolutionary Algorithm for Dynamic Neural Topology Search

IEEE Transaction on Pattern Analysis and Machine Intelligence, Vol. 41(3), pp. 712-725,

2019

Self-Paced Deep Learning for Weakly Supervised Object Detection

Enver Sangineto, Moin Nabi, Dubravko Culibrk, Niculae Sebe

International Conference on Green, Pervasive, and Cloud Computing

2019

Evaluating the four-way performance trade-off for stream classification

Victor G Turrisi da Costa, Everton Jose Santana, Jessica F Lopes, Sylvio Barbon

International Journal of Security and Networks

2019

Mobile Botnets Detection based on Machine Learning over System Calls

Victor G. Turrisi da Costa, Sylvio Barbon Jr., Rodrigo Sanches Miani, Joel J. P. C. Rodrigues, Bruno Bogaz Zarpelão.

NeurIPS

2019

Backpropagation-Friendly Eigendecomposition

Wei Wang, Zheng Dang, Yinlin Hu, Pascal Fua, Mathieu Salzmann

TIP

2019

CamStyle: A Novel Data Augmentation Method for Person Re-identification

CamStyle: A Novel Data Augmentation Method for Person Re-identification

Zhun Zhong, Liang Zheng, Zhedong Zheng, Shaozi Li, Yi Yang

Brazilian Conference on Intelligent Systems

2018

Making data stream classification tree-based ensembles lighter

Victor G Turrisi da Costa, Saulo M Mastelini, André CP de LF de Carvalho, Sylvio Barbon

Brazilian Symposium on Computer Networks and Distributed Systems

2018

Online detection of Botnets on Network Flows using Stream Mining

Victor G Turrisi da Costa, Bruno Bogaz Zarpelão, Rodrigo Sanches Miani, Sylvio Barbon Jr