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95
Voted
CORR
2008
Springer
92views Education» more  CORR 2008»
14 years 11 months ago
Source Coding for a Simple Network with Receiver Side Information
We consider the problem of source coding with receiver side information for the simple network proposed by R. Gray and A. Wyner in 1974. In this network, a transmitter must reliabl...
Roy Timo, Alexander J. Grant, Terence Chan, Gerhar...
103
Voted
ICCV
2007
IEEE
16 years 2 months ago
Fast Bilinear SfM with Side Information
We study the beneficial effect of side information on the Structure from Motion (SfM) estimation problem. The side information that we consider is measurement of a `reference vect...
Mahesh Ramachandran, Ashok Veeraraghavan, Rama Che...
117
Voted
ECCV
2008
Springer
16 years 2 months ago
Output Regularized Metric Learning with Side Information
Distance metric learning has been widely investigated in machine learning and information retrieval. In this paper, we study a particular content-based image retrieval application ...
Wei Liu, Steven C. H. Hoi, Jianzhuang Liu
89
Voted
ICIP
2004
IEEE
16 years 2 months ago
Scalable predictive coding by nested quantization with layered side information
An efficient scalable predictive coding method is proposed for the Wyner-Ziv problem, using nested lattice quantization followed by multi-layer Slepian-Wolf coders (SWC) with laye...
Huisheng Wang, Antonio Ortega
110
Voted
CORR
2010
Springer
175views Education» more  CORR 2010»
15 years 23 days ago
Incorporating Side Information in Probabilistic Matrix Factorization with Gaussian Processes
Probabilistic matrix factorization (PMF) is a powerful method for modeling data associated with pairwise relationships, finding use in collaborative filtering, computational biolo...
Ryan Prescott Adams, George E. Dahl, Iain Murray