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ICONIP
2004
15 years 3 months ago
Variational Information Maximization for Neural Coding
Abstract. Mutual Information (MI) is a long studied measure of coding efficiency, and many attempts to apply it to population coding have been made. However, this is a computationa...
Felix V. Agakov, David Barber
108
Voted
PAMI
2007
131views more  PAMI 2007»
15 years 1 months ago
The Gray-Code Filter Kernels
—In this paper, we introduce a family of filter kernels—the Gray-Code Kernels (GCK) and demonstrate their use in image analysis. Filtering an image with a sequence of Gray-Code...
Gil Ben-Artzi, Hagit Hel-Or, Yacov Hel-Or
VL
2010
IEEE
207views Visual Languages» more  VL 2010»
15 years 17 days ago
Calcite: Completing Code Completion for Constructors Using Crowds
—Calcite is a new Eclipse plugin that helps address the difficulty of understanding and correctly using an API. Calcite finds the most popular ways to instantiate a given class o...
Mathew Mooty, Andrew Faulring, Jeffrey Stylos, Bra...
104
Voted
CORR
2010
Springer
103views Education» more  CORR 2010»
14 years 11 months ago
On the Queueing Behavior of Random Codes over a Gilbert-Elliot Erasure Channel
This paper considers the queueing performance of a system that transmits coded data over a time-varying erasure channel. In our model, the queue length and channel state together f...
Parimal Parag, Jean-François Chamberland, H...
ECCV
2006
Springer
16 years 4 months ago
Riemannian Manifold Learning for Nonlinear Dimensionality Reduction
In recent years, nonlinear dimensionality reduction (NLDR) techniques have attracted much attention in visual perception and many other areas of science. We propose an efficient al...
Tony Lin, Hongbin Zha, Sang Uk Lee