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ICML
2010
IEEE
15 years 5 months ago
Power Iteration Clustering
We present a simple and scalable graph clustering method called power iteration clustering (PIC). PIC finds a very low-dimensional embedding of a dataset using truncated power ite...
Frank Lin, William W. Cohen
ICML
2010
IEEE
15 years 5 months ago
Learning Deep Boltzmann Machines using Adaptive MCMC
When modeling high-dimensional richly structured data, it is often the case that the distribution defined by the Deep Boltzmann Machine (DBM) has a rough energy landscape with man...
Ruslan Salakhutdinov
ACCV
2010
Springer
15 years 5 months ago
Efficient Large-Scale Stereo Matching
ACCV In this paper we propose a novel approach to binocular stereo for fast matching of high-resolution images. Our approach builds a prior on the disparities by forming a ...
Andreas Geiger, Martin Roser and Raquel Urtasun
MM
2010
ACM
238views Multimedia» more  MM 2010»
15 years 4 months ago
Vlfeat: an open and portable library of computer vision algorithms
VLFeat is an open and portable library of computer vision algorithms. It aims at facilitating fast prototyping and reproducible research for computer vision scientists and student...
Andrea Vedaldi, Brian Fulkerson
SIGCOMM
2010
ACM
15 years 4 months ago
An open router virtualization framework using a programmable forwarding plane
Network virtualization promises to spur innovation and add flexibility to the Future Internet infrastructure. Routers supporting virtualization allow the deployment of concurrent ...
Zdravko Bozakov