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» On the random satisfiable process
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76
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ICIP
2008
IEEE
15 years 7 months ago
Rate-efficient visual correspondences using random projections
We consider the problem of establishing visual correspondences in a distributed and rate-efficient fashion by broadcasting compact descriptors. Establishing visual correspondence...
Chuohao Yeo, Parvez Ahammad, Kannan Ramchandran
ICIP
2007
IEEE
15 years 7 months ago
Lossy Compression of Bilevel Images Based on Markov Random Fields
A new method for lossy compression of bilevel images based on Markov random fields (MRFs) is proposed. It preserves key structural information about the image, and then reconstru...
Matthew G. Reyes, Xiaonan Zhao, David L. Neuhoff, ...
129
Voted
ECML
2006
Springer
15 years 4 months ago
Multiple-Instance Learning Via Random Walk
This paper presents a decoupled two stage solution to the multiple-instance learning (MIL) problem. With a constructed affinity matrix to reflect the instance relations, a modified...
Dong Wang, Jianmin Li, Bo Zhang
111
Voted
NIPS
2008
15 years 2 months ago
Sparse Signal Recovery Using Markov Random Fields
Compressive Sensing (CS) combines sampling and compression into a single subNyquist linear measurement process for sparse and compressible signals. In this paper, we extend the th...
Volkan Cevher, Marco F. Duarte, Chinmay Hegde, Ric...
71
Voted
EACL
2006
ACL Anthology
15 years 2 months ago
A Figure of Merit for the Evaluation of Web-Corpus Randomness
In this paper, we present an automated, quantitative, knowledge-poor method to evaluate the randomness of a collection of documents (corpus), with respect to a number of biased pa...
Massimiliano Ciaramita, Marco Baroni