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ICML
2010
IEEE
15 years 7 months ago
Conditional Topic Random Fields
Generative topic models such as LDA are limited by their inability to utilize nontrivial input features to enhance their performance, and many topic models assume that topic assig...
Jun Zhu, Eric P. Xing
ICML
2010
IEEE
15 years 7 months ago
From Transformation-Based Dimensionality Reduction to Feature Selection
Many learning applications are characterized by high dimensions. Usually not all of these dimensions are relevant and some are redundant. There are two main approaches to reduce d...
Mahdokht Masaeli, Glenn Fung, Jennifer G. Dy
ISLPED
2010
ACM
158views Hardware» more  ISLPED 2010»
15 years 6 months ago
Temperature- and energy-constrained scheduling in multitasking systems: a model checking approach
The ongoing scaling of semiconductor technology is causing severe increase of on-chip power density and temperature in microprocessors. This has raised urgent requirement for both...
Weixun Wang, Xiaoke Qin, Prabhat Mishra
MM
2010
ACM
137views Multimedia» more  MM 2010»
15 years 6 months ago
Unsupervised summarization of rushes videos
This paper proposes a new framework to formulate the problem of rushes video summarization as an unsupervised learning problem. We pose the problem of video summarization as one o...
Yang Liu, Feng Zhou, Wei Liu, Fernando De la Torre...
ICASSP
2010
IEEE
15 years 6 months ago
Preserving the character of perturbations in scaled pitch contours
The global and fine dynamic components of a pitch contour in voice production, as in the speaking and singing voice, are important for both the meaning and character of an utteran...
Thomas Baran, Nicolas Malyska, Thomas F. Quatieri
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