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» Sparse Computations with PEI
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NIPS
2007
13 years 8 months ago
On Sparsity and Overcompleteness in Image Models
Computational models of visual cortex, and in particular those based on sparse coding, have enjoyed much recent attention. Despite this currency, the question of how sparse or how...
Pietro Berkes, Richard Turner, Maneesh Sahani
SIGUCCS
2003
ACM
13 years 12 months ago
Liberating lab computing: building a stable yet flexible computing environment for students and faculty
Indiana State University has found a way in its 25+ computing facilities to combine the need for a central stable lab image and small support staff with the academic needs of flex...
Kenneth Janz, Pei-Yi Hu
CVPR
2007
IEEE
14 years 8 months ago
Tree-based Classifiers for Bilayer Video Segmentation
This paper presents an algorithm for the automatic segmentation of monocular videos into foreground and background layers. Correct segmentations are produced even in the presence ...
Pei Yin, Antonio Criminisi, John M. Winn, Irfan A....
IPPS
2007
IEEE
14 years 1 months ago
Memory Optimizations For Fast Power-Aware Sparse Computations
— We consider memory subsystem optimizations for improving the performance of sparse scientific computation while reducing the power consumed by the CPU and memory. We first co...
Konrad Malkowski, Padma Raghavan, Mary Jane Irwin
PVLDB
2010
116views more  PVLDB 2010»
13 years 1 months ago
Computing Closed Skycubes
In this paper, we tackle the problem of efficient skycube computation. We introduce a novel approach significantly reducing domination tests for a given subspace and the number of...
Chedy Raïssi, Jian Pei, Thomas Kister