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» In Praise of Numerical Computation
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150
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CVPR
2011
IEEE
14 years 10 months ago
Dynamic Batch Mode Active Learning
Active learning techniques have gained popularity in reducing human effort to annotate data instances for inducing a classifier. When faced with large quantities of unlabeled dat...
Shayok Chakraborty, Vineeth Balasubramanian, Sethu...
CVPR
2011
IEEE
14 years 9 months ago
Object Segmentation by Alignment of Poselet Activations to Image Contours
In this paper, we propose techniques to make use of two complementary bottom-up features, image edges and texture patches, to guide top-down object segmentation towards higher pre...
Thomas Brox, Lubomir Bourdev, Subhransu Maji, Jite...
CVPR
2011
IEEE
14 years 9 months ago
Online Group-Structured Dictionary Learning
We develop a dictionary learning method which is (i) online, (ii) enables overlapping group structures with (iii) non-convex sparsity-inducing regularization and (iv) handles the ...
Zoltan Szabo, Barnabas Poczos, Andras Lorincz
112
Voted
COR
2011
14 years 8 months ago
A Lagrangian heuristic for satellite range scheduling with resource constraints
The task of scheduling communications between satellites and ground control stations is getting more and more critical since an increasing number of satellites must be controlled ...
Fabrizio Marinelli, Salvatore Nocella, Fabrizio Ro...
CORR
2011
Springer
151views Education» more  CORR 2011»
14 years 8 months ago
Sparsity Enhanced Decision Feedback Equalization
For single-carrier systems with frequency domain equalization, decision feedback equalization (DFE) performs better than linear equalization and has much lower computational compl...
Jovana Ilic, Thomas Strohmer