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ICASSP
2011
IEEE
14 years 9 months ago
Denoising of image patches via sparse representations with learned statistical dependencies
We address the problem of denoising for image patches. The approach taken is based on Bayesian modeling of sparse representations, which takes into account dependencies between th...
Tomer Faktor, Yonina C. Eldar, Michael Elad
COSIT
2001
Springer
142views GIS» more  COSIT 2001»
15 years 10 months ago
The Utility of Global Representations in a Cognitive Map
In this paper we propose the use of small global memory for a viewer’s immediate surroundings to assist in recognising places that have been visited previously. We call this glob...
Margaret E. Jefferies, Wai K. Yeap
ICSE
2008
IEEE-ACM
16 years 6 months ago
Reference architecture knowledge representation: an experience
Software architectures have played a significant role in determining the success of software systems. In spite of impact of the architectures to the software development and, as a...
Elisa Yumi Nakagawa, José Carlos Maldonado
NIPS
2000
15 years 7 months ago
A Productive, Systematic Framework for the Representation of Visual Structure
We describe a unified framework for the understanding of structure representation in primate vision. A model derived from this framework is shown to be effectively systematic in t...
Shimon Edelman, Nathan Intrator
IJCAI
2007
15 years 7 months ago
Relational Knowledge with Predictive State Representations
Most work on Predictive Representations of State (PSRs) has focused on learning and planning in unstructured domains (for example, those represented by flat POMDPs). This paper e...
David Wingate, Vishal Soni, Britton Wolfe, Satinde...