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166
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ICCV
2011
IEEE
14 years 3 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
156
Voted
TVCG
2012
184views Hardware» more  TVCG 2012»
13 years 5 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
98
Voted
CORR
2006
Springer
101views Education» more  CORR 2006»
15 years 3 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
16 years 3 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
117
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MICRO
2008
IEEE
137views Hardware» more  MICRO 2008»
15 years 10 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...