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Picture for Juha Karhunen

A Character-Word Compositional Neural Language Model for Finnish


Dec 10, 2016
Matti Lankinen, Hannes Heikinheimo, Pyry Takala, Tapani Raiko, Juha Karhunen


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Gaussian Process Kernels for Popular State-Space Time Series Models


Oct 25, 2016
Alexander Grigorievskiy, Juha Karhunen


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Semi-Supervised Domain Adaptation for Weakly Labeled Semantic Video Object Segmentation


Jun 07, 2016
Huiling Wang, Tapani Raiko, Lasse Lensu, Tinghuai Wang, Juha Karhunen


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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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Bayes Blocks: An Implementation of the Variational Bayesian Building Blocks Framework


Jul 04, 2012
Markus Harva, Tapani Raiko, Antti Honkela, Harri Valpola, Juha Karhunen

* Appears in Proceedings of the Twenty-First Conference on Uncertainty in Artificial Intelligence (UAI2005) 

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