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ICCV
2001
IEEE
15 years 11 months ago
Learning Inhomogeneous Gibbs Model of Faces by Minimax Entropy
In this paper we propose a novel inhomogeneous Gibbs model by the minimax entropy principle, and apply it to face modeling. The maximum entropy principle generalizes the statistic...
Ce Liu, Song Chun Zhu, Heung-Yeung Shum
ICML
2009
IEEE
15 years 10 months ago
On primal and dual sparsity of Markov networks
Sparsity is a desirable property in high dimensional learning. The 1-norm regularization can lead to primal sparsity, while max-margin methods achieve dual sparsity. Combining the...
Jun Zhu, Eric P. Xing
ICML
2007
IEEE
15 years 10 months ago
Minimum reference set based feature selection for small sample classifications
We address feature selection problems for classification of small samples and high dimensionality. A practical example is microarray-based cancer classification problems, where sa...
Xue-wen Chen, Jong Cheol Jeong
CHI
2005
ACM
15 years 10 months ago
The virtual raft project: a mobile interface for interacting with communities of autonomous characters
This paper presents a novel and intuitive paradigm for interacting with autonomous animated characters. This paradigm utilizes a mobile device to allow people to transport charact...
Bill Tomlinson, Man Lok Yau, Jessica O'Connell, Ks...
80
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EDBT
2006
ACM
145views Database» more  EDBT 2006»
15 years 9 months ago
Indexing Spatially Sensitive Distance Measures Using Multi-resolution Lower Bounds
Abstract. Comparison of images requires a distance metric that is sensitive to the spatial location of objects and features. Such sensitive distance measures can, however, be compu...
Vebjorn Ljosa, Arnab Bhattacharya, Ambuj K. Singh