Markus Thom

Efficient Dictionary Learning with Sparseness-Enforcing Projections

Günther Palm, Markus Thom, Matthias Rapp, 2015, International Journal of Computer Vision.

Supervised Matrix Factorization with sparseness constraints and fast inference

Günther Palm, Markus Thom, Roland Schweiger, 2011, The 2011 International Joint Conference on Neural Networks.

Sparse neural networks

Markus Thom, Markus Thom, 2015 .

Sparse activity and sparse connectivity in supervised learning

Günther Palm, Markus Thom, G. Palm, 2016, J. Mach. Learn. Res..

Efficient Sparseness-Enforcing Projections pdf

Günther Palm, Markus Thom, G. Palm, 2013, ArXiv.

Rapid Exact Signal Scanning With Deep Convolutional Neural Networks

Markus Thom, Franz Gritschneder, Markus Thom, 2015, IEEE Transactions on Signal Processing.

Adaptive learning based on guided exploration for decision making at roundabouts

Klaus C. J. Dietmayer, Markus Thom, Felix Kunz, 2016, 2016 IEEE Intelligent Vehicles Symposium (IV).

Image compression with discriminative dictionaries

Raimar Wagner, Markus Thom, Michael Gabb, 2013, 2013 IEEE Third International Conference on Consumer Electronics ¿ Berlin (ICCE-Berlin).

Learning convolutional neural networks from few samples

Günther Palm, Raimar Wagner, Markus Thom, 2013, The 2013 International Joint Conference on Neural Networks (IJCNN).