2 search results - page 1 / 1 » Robust Boltzmann Machines for recognition and denoising |
CVPR
2012
IEEE
11 years 6 months ago
2012
IEEE
While Boltzmann Machines have been successful at unsupervised learning and density modeling of images and speech data, they can be very sensitive to noise in the data. In this pap...
ICML
2010
IEEE
13 years 5 months ago
2010
IEEE
Deep Belief Networks (DBNs) are hierarchical generative models which have been used successfully to model high dimensional visual data. However, they are not robust to common vari...