33 citations · 47 across the 7 of their papers we have counts for
4 papers · 1 filter
Energy-based Tuning of Convolutional Neural Networks on Multi-GPUs
Francisco M. Castro, Nicolás Guil, Manuel J. Marín-Jiménez +2
Deep Learning (DL) applications are gaining momentum in the realm of Artificial Intelligence, particularly after GPUs have demonstrated remarkable skills for accelerating their cha…
End-to-End Incremental Learning
Francisco M. Castro, Manuel J. Marín-Jiménez, Nicolás Guil +2
Although deep learning approaches have stood out in recent years due to their state-of-the-art results, they continue to suffer from catastrophic forgetting, a dramatic decrease in…
Improving tasks throughput on accelerators using OpenCL command concurrency
A. J. Lázaro-Muñoz, J. M. González-Linares, J. Gómez-Luna +1
A heterogeneous architecture composed by a host and an accelerator must frequently deal with situations where several independent tasks are available to be offloaded onto the accel…
Multimodal feature fusion for CNN-based gait recognition: an empirical comparison
Francisco Manuel Castro, Manuel Jesús Marín-Jiménez, Nicolás Guil +1
People identification in video based on the way they walk (i.e. gait) is a relevant task in computer vision using a non-invasive approach. Standard and current approaches typically…