Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Antti Rasmus

Regularizing Trajectory Optimization with Denoising Autoencoders

Mar 28, 2019
Rinu Boney, Norman Di Palo, Mathias Berglund, Alexander Ilin, Juho Kannala, Antti Rasmus, Harri Valpola

  Access Paper or Ask Questions

Recurrent Ladder Networks

Dec 18, 2017
Isabeau Prémont-Schwarz, Alexander Ilin, Tele Hotloo Hao, Antti Rasmus, Rinu Boney, Harri Valpola

* 9 pages, 9 figures, 7-page appendix, fixed fig 9 (c) 

  Access Paper or Ask Questions

Tagger: Deep Unsupervised Perceptual Grouping

Nov 28, 2016
Klaus Greff, Antti Rasmus, Mathias Berglund, Tele Hotloo Hao, Jürgen Schmidhuber, Harri Valpola

* 14 pages + 5 pages supplementary, accepted at NIPS 2016 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Lateral Connections in Denoising Autoencoders Support Supervised Learning

Apr 30, 2015
Antti Rasmus, Harri Valpola, Tapani Raiko

  Access Paper or Ask Questions

Denoising autoencoder with modulated lateral connections learns invariant representations of natural images

Mar 31, 2015
Antti Rasmus, Tapani Raiko, Harri Valpola

* Presentation at ICLR 2015 workshop 

  Access Paper or Ask Questions