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142
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CVPR
2006
IEEE
16 years 5 months ago
A Dynamic Bayesian Network Model for Autonomous 3D Reconstruction from a Single Indoor Image
When we look at a picture, our prior knowledge about the world allows us to resolve some of the ambiguities that are inherent to monocular vision, and thereby infer 3d information...
Erick Delage, Honglak Lee, Andrew Y. Ng
ICML
2005
IEEE
16 years 4 months ago
Predicting probability distributions for surf height using an ensemble of mixture density networks
There is a range of potential applications of Machine Learning where it would be more useful to predict the probability distribution for a variable rather than simply the most lik...
Michael Carney, Padraig Cunningham, Jim Dowling, C...
120
Voted
PERCOM
2006
ACM
16 years 3 months ago
An E-Learning Platform for Academy and Industry Networks
The European project COMSON (Coupled Multiscale Simulation and Optimization in Nanoelectronics) is a Marie Curie RTN project that involves five partners from academia and three fr...
Giuseppe Ali, Eleonora Bilotta, Lorella Gabriele, ...
114
Voted
INFOCOM
2009
IEEE
15 years 10 months ago
Impairment-Aware Offline RWA for Transparent Optical Networks
—We consider the offline version of the routing and wavelength assignment (RWA) problem in transparent all-optical networks. In such networks and in the absence of regenerators, ...
Konstantinos Manousakis, Kostas Christodoulopoulos...
124
Voted
AAIM
2009
Springer
101views Algorithms» more  AAIM 2009»
15 years 10 months ago
Three Results on Frequency Assignment in Linear Cellular Networks
In the frequency assignment problem we are given a graph representing a wireless network and a sequence of requests, where each request is associated with a vertex. Each request h...
Marek Chrobak, Jiri Sgall