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» On the Complexity of Function Learning
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ICML
2007
IEEE
16 years 5 months ago
Non-isometric manifold learning: analysis and an algorithm
In this work we take a novel view of nonlinear manifold learning. Usually, manifold learning is formulated in terms of finding an embedding or `unrolling' of a manifold into ...
Piotr Dollár, Serge J. Belongie, Vincent Ra...
JFR
2006
108views more  JFR 2006»
15 years 4 months ago
Learning in a hierarchical control system: 4D/RCS in the DARPA LAGR program
The Defense Applied Research Projects Agency (DARPA) Learning Applied to Ground Vehicles (LAGR) program aims to develop algorithms for autonomous vehicle navigation that learn how...
James S. Albus, Roger Bostelman, Tommy Chang, Tsai...
ISBI
2008
IEEE
16 years 5 months ago
Real-time segmentation of 4D ultrasound by Active Geometric Functions
Four-dimensional ultrasound based on matrix phased array transducers can capture the complex 4D cardiac motion in a complete and real-time fashion. However, the large amount of in...
Qi Duan, Elsa D. Angelini, Shunichi Homma, Andrew ...
AAAIDEA
2005
IEEE
15 years 10 months ago
Design and Evaluation of Diffserv Functionalities in the MPLS Edge Router Architecture
—Differentiated Service (DiffServ) in combination with Multi-Protocol Label Switching (MPLS) is a promising technology in converting the best-effort Internet into a QoS-capable n...
Wei-Chu Lai, Kuo-Ching Wu, Ting-Chao Hou
CW
2002
IEEE
15 years 9 months ago
Function-Based 3D Web Visualization
This paper describes how the web-based visualization can be greatly improved using the function-based shape modeling technique. The improvement is possible because the proposed fu...
Lai Feng Min, Alexei Sourin, Konstantin Levinski