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CVPR
2011
IEEE
15 years 1 months ago
Biased Normalized Cuts
We present a modification of “Normalized Cuts” to incorporate priors which can be used for constrained image segmentation. Compared to previous generalizations of “Normaliz...
Subhransu Maji, Nisheeth Vishnoi, Jitendra Malik
CVPR
2011
IEEE
15 years 1 months ago
Truncated Message Passing
Training of conditional random fields often takes the form of a double-loop procedure with message-passing inference in the inner loop. This can be very expensive, as the need to...
Justin Domke
CORR
2011
Springer
200views Education» more  CORR 2011»
15 years 24 days ago
Using Feature Weights to Improve Performance of Neural Networks
Different features have different relevance to a particular learning problem. Some features are less relevant; while some very important. Instead of selecting the most relevant fe...
Ridwan Al Iqbal
CORR
2011
Springer
187views Education» more  CORR 2011»
15 years 24 days ago
Global Stability Analysis of Fluid Flows using Sum-of-Squares
This paper introduces a new method for proving global stability of fluid flows through the construction of Lyapunov functionals. For finite dimensional approximations of fluid...
Paul Goulart, Sergei Chernyshenko
CORR
2011
Springer
191views Education» more  CORR 2011»
15 years 24 days ago
Using Paxos to Build a Scalable, Consistent, and Highly Available Datastore
Spinnaker is an experimental datastore that is designed to run on a large cluster of commodity servers in a single datacenter. It features key-based range partitioning, 3-way repl...
Jun Rao, Eugene J. Shekita, Sandeep Tata