no code implementations • 26 Feb 2016 • Patrick O. Glauner, Andre Boechat, Lautaro Dolberg, Radu State, Franck Bettinger, Yves Rangoni, Diogo Duarte
We believe that the considerations and observations made in this contribution are necessary for future smart meter research in order to report their effectiveness on imbalanced and large real world data sets.
no code implementations • 30 Jan 2016 • Patrick O. Glauner
Inspired by recent successes of deep learning in computer vision, we propose a novel application of deep convolutional neural networks to facial expression recognition, in particular smile recognition.
Ranked #1 on Smile Recognition on DISFA
no code implementations • 26 Aug 2015 • Patrick O. Glauner
It then provides a literature review of convolutional neural networks and recurrent neural networks.
no code implementations • 26 Apr 2015 • Patrick O. Glauner
It then provides a literature review of training methods for deep neural networks, with a focus on pre-training.