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» Template Generation and Selection Algorithms
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CVPR
2012
IEEE
13 years 6 months ago
Robust object tracking via sparsity-based collaborative model
In this paper we propose a robust object tracking algorithm using a collaborative model. As the main challenge for object tracking is to account for drastic appearance change, we ...
Wei Zhong, Huchuan Lu, Ming-Hsuan Yang
EMNLP
2011
14 years 3 months ago
Generating Aspect-oriented Multi-Document Summarization with Event-aspect model
In this paper, we propose a novel approach to automatic generation of aspect-oriented summaries from multiple documents. We first develop an event-aspect LDA model to cluster sen...
Peng Li, Yinglin Wang, Wei Gao, Jing Jiang
ICANNGA
2009
Springer
134views Algorithms» more  ICANNGA 2009»
15 years 10 months ago
A Generative Model for Self/Non-self Discrimination in Strings
A statistical generative model is presented as an alternative to negative selection in anomaly detection of string data. We extend the probabilistic approach to binary classificat...
Matti Pöllä
COLT
2010
Springer
15 years 2 months ago
Robust Selective Sampling from Single and Multiple Teachers
We present a new online learning algorithm in the selective sampling framework, where labels must be actively queried before they are revealed. We prove bounds on the regret of ou...
Ofer Dekel, Claudio Gentile, Karthik Sridharan
GEM
2008
15 years 5 months ago
Pseudo-Genetic Algorithmic Composition
This paper presents a realtime music composition system based on a theme and variation approach. The system uses MIDI and allows up to sixteen instruments to play together. Each in...
Harald Schmidl