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» Task-Driven Dictionary Learning
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ICASSP
2009
IEEE
15 years 9 months ago
Dictionary learning for the sparse modelling of atrial fibrillation in ECG signals
Boris Mailhé, Rémi Gribonval, Fr&eac...
ICASSP
2009
IEEE
15 years 9 months ago
Parsimonious dictionary learning
Mehrdad Yaghoobi, Thomas Blumensath, Michael E. Da...
CVPR
2008
IEEE
15 years 2 months ago
Joint learning and dictionary construction for pattern recognition
We propose a joint representation and classification framework that achieves the dual goal of finding the most discriminative sparse overcomplete encoding and optimal classifier p...
Duc-Son Pham, Svetha Venkatesh
150
Voted
ICCV
2011
IEEE
14 years 2 months ago
Gradient-based learning of higher-order image features
Recent work on unsupervised feature learning has shown that learning on polynomial expansions of input patches, such as on pair-wise products of pixel intensities, can improve the...
Roland Memisevic