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INFOCOM
2010
IEEE
15 years 9 days ago
On Global Modeling of Backbone Network Traffic
We develop a probabilistic framework for global modeling of the traffic over a computer network. The model integrates existing single
Stilian Stoev, George Michailidis, Joel Vaughan
CVPR
2010
IEEE
15 years 10 months ago
Fast Globally Optimal 2D Human Detection with Loopy Graph Models
This paper presents an algorithm for recovering the globally optimal 2D human figure detection using a loopy graph model. This is computationally challenging because the time comp...
Tai-Peng Tian, Stan Sclaroff
132
Voted
CVPR
1997
IEEE
16 years 4 months ago
Global Training of Document Processing Systems Using Graph Transformer Networks
We propose a new machine learning paradigm called Graph Transformer Networks that extends the applicability of gradient-based learning algorithms to systems composed of modules th...
Léon Bottou, Yoshua Bengio, Yann LeCun
CG
2008
Springer
15 years 2 months ago
Practical global illumination for interactive particle visualization
Particle-based simulation methods are used to model a wide range of complex phenomena and to solve time-dependent problems of various scales. Effective visualizations of the resul...
Christiaan P. Gribble, Carson Brownlee, Steven G. ...
119
Voted
CVPR
2007
IEEE
16 years 4 months ago
Global Optimization for Shape Fitting
We propose a global optimization framework for 3D shape reconstruction from sparse noisy 3D measurements frequently encountered in range scanning, sparse featurebased stereo, and ...
Victor S. Lempitsky, Yuri Boykov