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ICIP
2008
IEEE
16 years 9 months ago
Edge detection and processing using shearlets
It is now widely acknowledged that wavelets are not very effective in representing images containing distributed discontinuities such as edges. This paper deals with a new multisc...
Sheng Yi, Demetrio Labate, Glenn R. Easley, Hamid ...
227
Voted
ICML
2007
IEEE
16 years 8 months ago
Discriminative Gaussian process latent variable model for classification
Supervised learning is difficult with high dimensional input spaces and very small training sets, but accurate classification may be possible if the data lie on a low-dimensional ...
Raquel Urtasun, Trevor Darrell
183
Voted
ICML
2003
IEEE
16 years 8 months ago
Bayes Meets Bellman: The Gaussian Process Approach to Temporal Difference Learning
We present a novel Bayesian approach to the problem of value function estimation in continuous state spaces. We define a probabilistic generative model for the value function by i...
Yaakov Engel, Shie Mannor, Ron Meir
ICSE
2008
IEEE-ACM
16 years 7 months ago
The application of knowledge-sharing workspace paradigm for software architecture processes
Management of architectural knowledge is vital for improving an organisation's capabilities in software architecture. Recently, there have been many efforts to develop variou...
Muhammad Ali Babar
201
Voted
COLCOM
2008
IEEE
16 years 1 months ago
Serial vs. Concurrent Scheduling of Transmission and Processing Tasks in Collaborative Systems
In collaboration architectures, a computer must perform both processing and transmission tasks. Intuitively, it seems that these independent tasks should be executed in concurrent ...
Sasa Junuzovic, Prasun Dewan