Search Results for author: Patrick O. Glauner

Found 4 papers, 0 papers with code

Large-Scale Detection of Non-Technical Losses in Imbalanced Data Sets

no code implementations26 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.

Small Data Image Classification

Deep Learning For Smile Recognition

no code implementations30 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.

Facial Expression Recognition Model Selection +1

Deep Convolutional Neural Networks for Smile Recognition

no code implementations26 Aug 2015 Patrick O. Glauner

It then provides a literature review of convolutional neural networks and recurrent neural networks.

Facial Expression Recognition Model Selection +1

Comparison of Training Methods for Deep Neural Networks

no code implementations26 Apr 2015 Patrick O. Glauner

It then provides a literature review of training methods for deep neural networks, with a focus on pre-training.

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