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ICML
2008
IEEE
14 years 9 months ago
On partial optimality in multi-label MRFs
We consider the problem of optimizing multilabel MRFs, which is in general NP-hard and ubiquitous in low-level computer vision. One approach for its solution is to formulate it as...
Pushmeet Kohli, Alexander Shekhovtsov, Carsten Rot...
ICASSP
2008
IEEE
14 years 3 months ago
Nested support vector machines
The one-class and cost-sensitive support vector machines (SVMs) are state-of-the-art machine learning methods for estimating density level sets and solving weighted classificatio...
Gyemin Lee, Clayton Scott
RTSS
2002
IEEE
14 years 1 months ago
Embedded System Design Framework for Minimizing Code Size and Guaranteeing Real-Time Requirements
In addition to real-time requirements, the program code size is a critical design factor for real-time embedded systems. To take advantage of the code size vs. execution time trad...
Insik Shin, Insup Lee, Sang Lyul Min
MICRO
1996
IEEE
96views Hardware» more  MICRO 1996»
14 years 1 months ago
Exceeding the Dataflow Limit via Value Prediction
For decades, the serialization constraints imposed by true data dependences have been regarded as an absolute limit--the dataflow limit--on the parallel execution of serial progra...
Mikko H. Lipasti, John Paul Shen
CODES
2008
IEEE
13 years 10 months ago
Software optimization for MPSoC: a mpeg-2 decoder case study
Using traditional software profiling to optimize embedded software in an MPSoC design is not reliable. With multiple processors running concurrently and programs interacting, trad...
Eric Cheung, Harry Hsieh, Felice Balarin