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CVPR
2010
IEEE
16 years 6 days ago
Fast Sparse Representation with Prototypes
Sparse representation has found applications in numerous domains and recent developments have been focused on the convex relaxation of the 0-norm minimization for sparse coding (i...
Jia-Bin Huang, Ming-Hsuan Yang
ICMCS
2005
IEEE
138views Multimedia» more  ICMCS 2005»
16 years 5 days ago
Overcomplete ICA-based Manmade Scene Classification
Principal Component Analysis (PCA) has been widely used to extract features for pattern recognition problems such as object recognition. Oliva and Torralba used “spatial envelop...
Matthew Boutell, Jiebo Luo
ICRA
2005
IEEE
143views Robotics» more  ICRA 2005»
16 years 5 days ago
Locomoting with Less Computation but More Morphology
– Biped walking is one of the most graceful movements observed in humans. Today’s humanoid robots, despite their undeniably impressive performance, are still a long way from th...
Kojiro Matsushita, Max Lungarella, Chandana Paul, ...
ATAL
2005
Springer
16 years 3 days ago
Behavior transfer for value-function-based reinforcement learning
Temporal difference (TD) learning methods [22] have become popular reinforcement learning techniques in recent years. TD methods have had some experimental successes and have been...
Matthew E. Taylor, Peter Stone
DNA
2005
Springer
134views Bioinformatics» more  DNA 2005»
16 years 3 days ago
Complexity of Compact Proofreading for Self-assembled Patterns
Abstract. Fault-tolerance is a critical issue for biochemical computation. Recent theoretical work on algorithmic self-assembly has shown that error correcting tile sets are possib...
David Soloveichik, Erik Winfree