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118
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ICCV
2011
IEEE
13 years 11 months ago
Fisher Discrimination Dictionary Learning for Sparse Representation
Sparse representation based classification has led to interesting image recognition results, while the dictionary used for sparse coding plays a key role in it. This paper present...
Meng Yang, Lei Zhang, Xiangchu Feng, David Zhang
109
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TVCG
2012
184views Hardware» more  TVCG 2012»
13 years 1 months ago
Output-Sensitive Construction of Reeb Graphs
—The Reeb graph of a scalar function represents the evolution of the topology of its level sets. This paper describes a near-optimal output-sensitive algorithm for computing the ...
Harish Doraiswamy, Vijay Natarajan
CORR
2006
Springer
101views Education» more  CORR 2006»
14 years 11 months ago
MDL Convergence Speed for Bernoulli Sequences
The Minimum Description Length principle for online sequence estimation/prediction in a proper learning setup is studied. If the underlying model class is discrete, then the total...
Jan Poland, Marcus Hutter
RECOMB
2005
Springer
15 years 11 months ago
Predicting Protein-Peptide Binding Affinity by Learning Peptide-Peptide Distance Functions
Many important cellular response mechanisms are activated when a peptide binds to an appropriate receptor. In the immune system, the recognition of pathogen peptides begins when th...
Chen Yanover, Tomer Hertz
MICRO
2008
IEEE
137views Hardware» more  MICRO 2008»
15 years 5 months ago
Tradeoffs in designing accelerator architectures for visual computing
Visualization, interaction, and simulation (VIS) constitute a class of applications that is growing in importance. This class includes applications such as graphics rendering, vid...
Aqeel Mahesri, Daniel R. Johnson, Neal C. Crago, S...