a more complete list. I gave tutorials at cvpr 2012 and dagm 2011 on higher-order feature learning and on spatio-temporal learning cvpr tutorial website. Deep Generative Stochastic Networks Trainable by Backprop. Computer Vision and Pattern Recognition ( cvpr 2007 ieee ).
Journal on Multimodal User Interfaces pdf Michalski,., Memisevic,., Konda,. Pdf Professional activities Senior PC, PC or reviewer for cvpr 2004, 2005, 2010, 2011 (PC 2012 (PC nips 2006, 2007, 2008, 2009, 2011; iccv 2010, 2011 (PC eccv 2010; dagm 2011 (Senior PC 2012 (Senior PC icml 2006, 2008 (PC 2012 (PC). The paper describes our model that won the icmi 2013 Grand Challenge on Emotion Recognition in the Wild. A Python module implementing hidden Markov models: Supports discrete or Gaussian observations and training on a mother teresa short essay pdf single or on multiple observation sequences. Innovations and publications, many of the innovations that have led to the recent surge of popularity and success in deep learning were invented or co-invented at this lab. Improving dimensionality reduction with spectral gradient descent. Invited speaker at the ipam summer school on deep learning, ucla. June 2010 edition, Vol. Learning to Represent Spatial Transformations with Factored Higher-Order Boltzmann Machines.