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Aurélien Lucchi

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Related publications (16)

Please note that this is not a complete list of this person’s publications. It includes only semantically relevant works. For a full list, please refer to Infoscience.

A Distributed Second-Order Algorithm You Can Trust

Thomas Hofmann, Aurélien Lucchi, Matilde Gargiani, Martin Jaggi

Due to the rapid growth of data and computational resources, distributed optimization has become an active research area in recent years. While first-order methods seem to dominate the field, second-order methods are nevertheless attractive as they potenti ...

2018

Learning Aerial Image Segmentation from Online Maps

Thomas Hofmann, Aurélien Lucchi, Martin Jaggi, Jan Dirk Wegner

This study deals with semantic segmentation of high-resolution (aerial) images where a semantic class label is assigned to each pixel via supervised classification as a basis for automatic map generation. Recently, deep convolutional neural networks (CNNs) ...

Institute of Electrical and Electronics Engineers2017

Leveraging Large Amounts of Weakly Supervised Data for Multi-Language Sentiment Classification

Thomas Hofmann, Aurélien Lucchi, Simon Müller, Martin Jaggi

2017