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» Global Connectivity Potentials for Random Field Models
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JMLR
2012
11 years 11 months ago
Adaptive MCMC with Bayesian Optimization
This paper proposes a new randomized strategy for adaptive MCMC using Bayesian optimization. This approach applies to nondifferentiable objective functions and trades off explor...
Nimalan Mahendran, Ziyu Wang, Firas Hamze, Nando d...
ICCV
2009
IEEE
13 years 6 months ago
Segmentation, ordering and multi-object tracking using graphical models
In this paper, we propose a unified graphical-model framework to interpret a scene composed of multiple objects in monocular video sequences. Using a single pairwise Markov random...
Chaohui Wang, Martin de La Gorce, Nikos Paragios
BC
2002
193views more  BC 2002»
13 years 8 months ago
Resonant spatiotemporal learning in large random recurrent networks
Taking a global analogy with the structure of perceptual biological systems, we present a system composed of two layers of real-valued sigmoidal neurons. The primary layer receives...
Emmanuel Daucé, Mathias Quoy, Bernard Doyon
CCECE
2011
IEEE
12 years 8 months ago
Resistively and capacitively shunted Josephson junctions model for unconventional superconductors
—An array of resistively and capacitively shunted Josephson junctions with nonsinusoidal currentphase relation is considered for modelling the resistive transition in high-Tc sup...
Linda Ponta, Anna Carbone, Marco Gilli, Piero Mazz...
WWW
2008
ACM
14 years 9 months ago
Low-load server crawler: design and evaluation
This paper proposes a method of crawling Web servers connected to the Internet without imposing a high processing load. We are using the crawler for a field survey of the digital ...
Katsuko T. Nakahira, Tetsuya Hoshino, Yoshiki Mika...