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PAMI
2010
337views more  PAMI 2010»
13 years 7 months ago
Single-Image Super-Resolution Using Sparse Regression and Natural Image Prior
—This paper proposes a framework for single-image super-resolution. The underlying idea is to learn a map from input low-resolution images to target high-resolution images based ...
Kwang In Kim, Younghee Kwon
ICASSP
2011
IEEE
13 years 14 days ago
Robust nonparametric regression by controlling sparsity
Nonparametric methods are widely applicable to statistical learning problems, since they rely on a few modeling assumptions. In this context, the fresh look advocated here permeat...
Gonzalo Mateos, Georgios B. Giannakis
ICSE
2008
IEEE-ACM
14 years 9 months ago
Incremental state-space exploration for programs with dynamically allocated data
We present a novel technique that speeds up state-space exploration (SSE) for evolving programs with dynamically allocated data. SSE is the essence of explicit-state model checkin...
Steven Lauterburg, Ahmed Sobeih, Darko Marinov, Ma...
WSTST
2005
Springer
14 years 2 months ago
An Incremental Algorithm to find Asymmetric Word Similarities for Fuzzy Text Mining
Synonymy – different words with the same meaning – is a major problem for text mining systems. We have proposed asymmetric word similarities as a possible solution to this prob...
Trevor P. Martin, Masrah Azmi-Murad
ACL
1996
13 years 10 months ago
Evaluating the Portability of Revision Rules for Incremental Summary Generation
This paper presents a quantitative evaluation of the portability to the stock market domain of the revision rule hierarchy used by the system STREAKto incrementally generate newsw...
Jacques Robin