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133
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NAACL
2010
15 years 1 months ago
Unsupervised Model Adaptation using Information-Theoretic Criterion
In this paper we propose a novel general framework for unsupervised model adaptation. Our method is based on entropy which has been used previously as a regularizer in semi-superv...
Ariya Rastrow, Frederick Jelinek, Abhinav Sethy, B...
136
Voted
CDC
2009
IEEE
108views Control Systems» more  CDC 2009»
15 years 8 months ago
Robust stability and performance analysis for multiple model adaptive controllers
— For an Estimation Based Multiple Model Switched Adaptive Control (EMMSAC) algorithm controlling a MIMO minimal LTI plant, lp, 1 ≤ p ≤ ∞ bounds on the gain from the input ...
Dominic Pasqual Buchstaller, Mark French
139
Voted
ICIP
2001
IEEE
16 years 5 months ago
Statistical image restoration based on adaptive wavelet models
In this paper, we propose image restoration algorithms based on adaptive wavelet?domain statistical models. We present a method to estimate the model parameters from the observati...
Juan Liu, Pierre Moulin
132
Voted
KBSE
2008
IEEE
15 years 10 months ago
Automated Mapping from Goal Models to Self-Adaptive Systems
Self-adaptive systems should autonomously adapt at run time to changes in their operational environment, guided by the goals assigned by their stakeholders. We present a tool that...
Mirko Morandini, Loris Penserini, Anna Perini
155
Voted
CVPR
2006
IEEE
16 years 5 months ago
An Adaptive Appearance Model Approach for Model-based Articulated Object Tracking
The detection and tracking of three-dimensional human body models has progressed rapidly but successful approaches typically rely on accurate foreground silhouettes obtained using...
Alexandru O. Balan, Michael J. Black