593 search results - page 24 / 119 » Optimizing Complex Loss Functions in Structured Prediction |
161
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RECOMB
2009
Springer
16 years 3 months ago
2009
Springer
Accurately aligning distant protein sequences is notoriously difficult. A recent approach to improving alignment accuracy is to use additional information such as predicted seconda...
131
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SIPS
2007
IEEE
15 years 9 months ago
2007
IEEE
In this paper, we present a fast mode decision algorithm for H.264/AVC intra prediction. The goal of this work is to reduce computational complexity of the H.264 encoder without s...
137
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CVPR
2011
IEEE
14 years 11 months ago
2011
IEEE
Visual attributes expose human-defined semantics to object recognition models, but existing work largely restricts their influence to mid-level cues during classifier training....
132
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COLT
2010
Springer
15 years 1 months ago
2010
Springer
We develop an online algorithm called Component Hedge for learning structured concept classes when the loss of a structured concept sums over its components. Example classes inclu...
142
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BMCBI
2006
15 years 3 months ago
2006
Background: Structural analysis of cellular interaction networks contributes to a deeper understanding of network-wide interdependencies, causal relationships, and basic functiona...