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Impact of background pixel correlation In order to explore the space of learning problems standing between mnist back rand and mnist back images , we set ...
Recognition of convex sets The convex sets consist of a single convex region with pixels of value 255. Candidate convex images were constructed by taking the ...
Deep Belief Networks Deep Belief Networks (here referred to as DBNs) are deep neural networks, trained in a greedy layer wise fashion. They were introduced by Hinton ...
Face Database This page is currently a placeholder for the ideas that have been tossed around in the lab (mostly in one email discussion on lisa labo) and it doesn ...
This will contain the new version of the class IFT 6266 FredericBastien 18 Dec 2009
NEW USER : Plan at least a few day (more for outside cluster) to have access to outside cluster and know how to use them. You can see ClusterComparaison for more ...
Symbolic Music Datasets: Piano midi.de: classical piano pieces (http://www.piano midi.de/) Nottingham : over 1000 folk tunes (http://abc.sourceforge.net/NMD ...
Variations on the MNIST digits We are interested in creating simple variations on the popular MNIST digits so as to introduce controllable factors of variation. The ...
A neural network tutorial (with no math): http://www.doc.ic.ac.uk/~nd/surprise 96/journal/vol4/cs11/report.html A slightly more formal introduction: http://ieee.uow ...
Public domain license software developped in the LISA: PLearn is a comprehensive machine learning C library. Theano is an optimizing compiler in Python ...
Datasets that we created in our lab A collection of datasets inspired by the ideas from BabyAISchool: BabyAIShapesDatasets : distinguishing between 3 ...
Rectangles and Rectangles images data In this task, a learning algorithm needs to recognize whether a rectangle contained in an image has a larger width or length ...
Abstract This page introduces motivations, goals, and research directions for the UdeM machine learning lab (LISA). We start from the goal of understanding intelligence ...
Cerveau Le voici tout près d'être mis en équation Yoshua Bengio a été interviewé dans cet article du Science et Vie de juillet 2009. Róman Ikonicoff, "Cerveau Le ...
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