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JMLR
2012
13 years 6 months ago
On Nonparametric Guidance for Learning Autoencoder Representations
Unsupervised discovery of latent representations, in addition to being useful for density modeling, visualisation and exploratory data analysis, is also increasingly important for...
Jasper Snoek, Ryan Prescott Adams, Hugo Larochelle

Book
19360views
17 years 3 months ago
Numerical Recipes in C
C code implementation of several math algorithms such as Linear Algebraic Equations, Interpolation and Extrapolation, Integration of Functions, Evaluation of Functions, Random Num...
William H. Press, Saul A. Teukolsky, William T. Ve...
ICIP
2002
IEEE
16 years 6 months ago
A no-reference perceptual blur metric
In this paper, we present a no-reference blur metric for images and video. The blur metric is based on the analysis of the spread of the edges in an image. Its perceptual signific...
Frédéric Dufaux, Pina Marziliano, St...
EUROMICRO
2009
IEEE
15 years 11 months ago
Dynamic Software Architecture Development: Towards an Automated Process
—We propose a software engineering process to aid the development of Dynamic Software Architectures (DSAs). This process is based on the sequential application of a number of for...
Maurice H. ter Beek, Antonio Bucchiarone, Stefania...
WCRE
2008
IEEE
15 years 10 months ago
The Metric Lens: Visualizing Metrics and Structure on Software Diagrams
We present the metric lens, a new visualization of methodlevel code metrics atop UML class diagrams, which allows performing metric-metric and metric-structure correlations on lar...
Heorhiy Byelas, Alexandru Telea