Search Results for author: Ricardo Kloss

Found 2 papers, 1 papers with code

Pruning Deep Neural Networks using Partial Least Squares

1 code implementation17 Oct 2018 Artur Jordao, Ricardo Kloss, Fernando Yamada, William Robson Schwartz

Finally, we show that the proposed method achieves the highest FLOPs reduction and the smallest drop in accuracy when compared to state-of-the-art pruning approaches.

feature selection

Latent hypernet: Exploring all Layers from Convolutional Neural Networks

no code implementations7 Nov 2017 Artur Jordao, Ricardo Kloss, William Robson Schwartz

To demonstrate the robustness and accuracy of the LHN, we evaluate it using four different networks architectures in five publicly available HAR datasets based on wearable sensors, which vary in the sampling rate and number of activities.

Human Activity Recognition

Cannot find the paper you are looking for? You can Submit a new open access paper.