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» Large scale metric learning from equivalence constraints
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AMFG
2005
IEEE
256views Biometrics» more  AMFG 2005»
13 years 12 months ago
Robust Facial Landmark Detection for Intelligent Vehicle System
Abstract. This paper presents an integrated approach for robustly locating facial landmark for drivers. In the first step a cascade of probability learners is used to detect the f...
Junwen Wu, Mohan M. Trivedi
COLT
2004
Springer
13 years 11 months ago
Performance Guarantees for Regularized Maximum Entropy Density Estimation
Abstract. We consider the problem of estimating an unknown probability distribution from samples using the principle of maximum entropy (maxent). To alleviate overfitting with a v...
Miroslav Dudík, Steven J. Phillips, Robert ...
WSDM
2012
ACM
325views Data Mining» more  WSDM 2012»
12 years 1 months ago
Coupled temporal scoping of relational facts
Recent research has made significant advances in automatically constructing knowledge bases by extracting relational facts (e.g., Bill Clinton-presidentOf-US) from large text cor...
Partha Pratim Talukdar, Derry Tanti Wijaya, Tom Mi...
CN
2007
224views more  CN 2007»
13 years 6 months ago
Automated adaptive intrusion containment in systems of interacting services
Large scale distributed systems typically have interactions among different services that create an avenue for propagation of a failure from one service to another. The failures ...
Yu-Sung Wu, Bingrui Foo, Yu-Chun Mao, Saurabh Bagc...
MM
2006
ACM
218views Multimedia» more  MM 2006»
14 years 6 days ago
SmartLabel: an object labeling tool using iterated harmonic energy minimization
Labeling objects in images is an essential prerequisite for many visual learning and recognition applications that depend on training data, such as image retrieval, object detecti...
Wen Wu, Jie Yang