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» Two Consistency Results on Set Mappings
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ECML
2006
Springer
15 years 10 months ago
Combinatorial Markov Random Fields
Abstract. A combinatorial random variable is a discrete random variable defined over a combinatorial set (e.g., a power set of a given set). In this paper we introduce combinatoria...
Ron Bekkerman, Mehran Sahami, Erik G. Learned-Mill...
IJCAI
2001
15 years 7 months ago
Probabilistic Classification and Clustering in Relational Data
Supervised and unsupervised learning methods have traditionally focused on data consisting of independent instances of a single type. However, many real-world domains are best des...
Benjamin Taskar, Eran Segal, Daphne Koller
WAIM
2010
Springer
15 years 4 months ago
Enriching the Contents of Enterprises' Wiki Systems with Web Information
Abstract. Wikis are currently used in providing knowledge management systems for individual enterprises. The initial explanations of word entries (entities) in such a system can be...
Li Zhao, Yexin Wang, Congrui Huang, Yan Zhang
ICCV
2009
IEEE
15 years 4 months ago
Simultaneous camera pose and correspondence estimation in cornerless images
We propose an algorithm which can jointly estimate camera pose and point set registration. Given point sets from two views of a stationary scene, our algorithm registers the point...
Wen-Yan Lin, Guo Dong, Ping Tan, Loong Fah Cheong,...
ECCV
2006
Springer
16 years 8 months ago
Robust Attentive Behavior Detection by Non-linear Head Pose Embedding and Estimation
We present a new scheme to robustly detect a type of human attentive behavior, which we call frequent change in focus of attention (FCFA), from video sequences. FCFA behavior can b...
Nan Hu, Weimin Huang, Surendra Ranganath