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Publication list

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2020

Edvin Listo Zec, Olof Mogren, John Martinsson, Leon René Sütfeld, Daniel Gillblad, Federated learning using a mixture of experts, Arxiv 2020

David Ericsson, Adam Östberg, Edvin Listo Zec, John Martinsson, Olof Mogren, Adversarial representation learning for private speech generation, ICML-SAS 2020

John Martinsson, Edvin Listo Zec, Daniel Gillblad, Olof Mogren, Adversarial representation learning for synthetic replacement of private attributes, Arxiv 2020

2019

John Martinsson, Alexander Schliep, Björn Eliasson, Olof Mogren, Blood glucose prediction with variance estimation using recurrent neural networks, JHIR

Edvin Listo Zec, Olof Mogren, Grammatical gender in Swedish is predictable using recurrent neural networks, SweCog 2019

John Martinsson, Olof Mogren, Semantic segmentation of fashion images using feature pyramid networks, CVCREATIVE 2019

Marie Korneliusson, John Martinsson, Olof Mogren, Generative modelling of semantic segmentation data in the fashion domain, CVCREATIVE 2019

Olof Mogren, Richard Johansson, Character-based recurrent neural networks for morphological relational reasoning, JLM 2019

2017

Mikael Kågebäck, Olof Mogren, Disentanglement by Penalizing Correlation, DisentangleNIPS 2017

Olof Mogren, Richard Johansson, Character-based recurrent neural networks for morphological relational reasoning, SCLeM 2017

2016

Simon Almgren, Sean Pavlov, Olof Mogren, Named entity recognition in Swedish health records with character-based deep bidirectional LSTMs, BioTxtM 2016

Olof Mogren, C-RNN-GAN: Continuous recurrent neural networks with adversarial training, CML 2016

Jacob Hagstedt P Suorra, Olof Mogren, Assisting discussion forum users using deep recurrent neural networks, RepL4NLP 2016

2015 and earlier

Olof Mogren, Mikael Kågebäck, Devdatt Dubhashi, Extractive summarization by aggregating multiple similarities, RANLP 2015

Nina Tahmasebi, Lars Borin, Gabriele Capannini, Devdatt Dubhashi, Peter Exner, Markus Forsberg, Gerhard Gossen, Fredrik D. Johansson, Richard Johansson, Mikael Kågebäck, Olof Mogren, Pierre Nugues, Thomas Risse, Visions and open challenges for a knowledge-based culturomics, IJDL 2015

Peter Damaschke, Olof Mogren, Editing simple graphs, JGAA 2014

Mikael Kågebäck, Olof Mogren, Nina Tahmasebi, Devdatt Dubhashi, Extractive summarization using continuous vector space models, CVSC 2014

Olof Mogren, Oskar Sandberg, Vilhelm Verendel, Devdatt Dubhashi, Adaptive dynamics of realistic small-world networks, ECCS 2009

Olof Mogren, PhD, RISE Research institutes of Sweden