Berglund, Mathias

7 publications

NeurIPS 2019 Regularizing Trajectory Optimization with Denoising Autoencoders Rinu Boney, Norman Di Palo, Mathias Berglund, Alexander Ilin, Juho Kannala, Antti Rasmus, Harri Valpola

ICML 2016 Scalable Gradient-Based Tuning of Continuous Regularization Hyperparameters Jelena Luketina, Mathias Berglund, Klaus Greff, Tapani Raiko

NeurIPS 2016 Tagger: Deep Unsupervised Perceptual Grouping Klaus Greff, Antti Rasmus, Mathias Berglund, Tele Hao, Harri Valpola, Jürgen Schmidhuber

NeurIPS 2015 Bidirectional Recurrent Neural Networks as Generative Models Mathias Berglund, Tapani Raiko, Mikko Honkala, Leo Kärkkäinen, Akos Vetek, Juha T Karhunen

NeurIPS 2015 Semi-Supervised Learning with Ladder Networks Antti Rasmus, Mathias Berglund, Mikko Honkala, Harri Valpola, Tapani Raiko

ICLR 2015 Techniques for Learning Binary Stochastic Feedforward Neural Networks Tapani Raiko, Mathias Berglund, Guillaume Alain, Laurent Dinh

ICLR 2014 Stochastic Gradient Estimate Variance in Contrastive Divergence and Persistent Contrastive Divergence Mathias Berglund, Tapani Raiko