Discriminative Layer Pruning for Convolutional Neural Networks — Jordao, A; Lie, M.; Schwartz, W. R. In: IEEE Journal of Selected Topics in Signal Processing, 2020
Joint Upsampling of Random Color Distance Maps for Fast Salient Region Detection — Lie, M.M.I.; Borba, G. B.; Vieira Neto, H.; Gamba, H. R. In: Pattern Recognition Letters, 2017
A Method for Generating 3D Thermal Models with Decoupled Acquisition — Krefer, A.G.; Lie, M.M.I.; Borba, G. B.; Gamba, H. R.; Abreu de Souza, M. In: Computer Methods and Programs in Biomedicine, 2017
Covariance-Free Partial Least Squares: An Incremental Dimensionality Reduction Method — Jordao, A.; Lie, M.; de Melo, V. H. C.; Schwartz, W. R. In: Winter Conference on Applications of Computer Vision (WACV), 2021.
Stage-Wise Neural Architecture Search — Jordao, A.; Yamada, F.; Lie, M.; Schwartz, W. R. In: IAPR International Conference on Pattern Recognition (ICPR), 2020
Progressive Saliency-Oriented Object Localization Based on Interlaced Random Color Distance Maps — Lie, M.M.I.; Vieira Neto, H.; Borba, G. B.; Gamba, H. R. In: 14th Latin American Robotics Symposium (LARS), 2017
Automatic Image Thumbnailing Based on Fast Visual Saliency Detection — Lie, M.M.I.; Vieira Neto, H.; Borba, G. B.; Gamba, H. R. In: 22nd Brazilian Symposium on Multimedia and the Web (WebMedia), 2016
Fast Saliency Detection Using Random Color Samples and Joint Upsampling — Lie, M.M.I.; Borba, G. B.; Vieira Neto, H.; Gamba, H. R. In: Conference on Patterns, Graphics and Images (SIBGRAPI), 2016
★ Honorable Mention Award ★