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DeepRx MIMO: Convolutional MIMO Detection with Learned Multiplicative Transformations


Oct 30, 2020
Dani Korpi, Mikko Honkala, Janne M. J. Huttunen, Vesa Starck


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DeepRx: Fully Convolutional Deep Learning Receiver


May 04, 2020
Mikko Honkala, Dani Korpi, Janne M. J. Huttunen


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Video Ladder Networks


Dec 30, 2016
Francesco Cricri, Xingyang Ni, Mikko Honkala, Emre Aksu, Moncef Gabbouj

* This version extends the paper accepted at the NIPS 2016 workshop on ML for Spatiotemporal Forecasting, with more details and more experimental results 

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Semi-Supervised Learning with Ladder Networks


Nov 24, 2015
Antti Rasmus, Harri Valpola, Mikko Honkala, Mathias Berglund, Tapani Raiko

* Revised denoising function, updated results, fixed typos 

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Bidirectional Recurrent Neural Networks as Generative Models - Reconstructing Gaps in Time Series


Nov 02, 2015
Mathias Berglund, Tapani Raiko, Mikko Honkala, Leo Kärkkäinen, Akos Vetek, Juha Karhunen


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