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ACL
2010
13 years 5 months ago
Predicate Argument Structure Analysis Using Transformation Based Learning
Maintaining high annotation consistency in large corpora is crucial for statistical learning; however, such work is hard, especially for tasks containing semantic elements. This p...
Hirotoshi Taira, Sanae Fujita, Masaaki Nagata
CVPR
2005
IEEE
14 years 9 months ago
Learning to Track: Conceptual Manifold Map for Closed-Form Tracking
Our objective is to model the visual manifold of object appearance corresponding to geometric transformation. We learn a generative model for object appearance where the appearanc...
Ahmed M. Elgammal
CAIP
2005
Springer
105views Image Analysis» more  CAIP 2005»
14 years 1 months ago
Recognition of Partially Occluded and Deformed Binary Objects
A method dealing with recognition of partially occluded and affine transformed binary objects is presented. The method is designed for objects with smooth curved boundary. It divi...
Ondrej Horácek, Jan Kamenický, Jan F...
GECCO
2004
Springer
112views Optimization» more  GECCO 2004»
14 years 1 months ago
What Basis for Genetic Dynamics?
We present a covariant form for genetic dynamics and show how different formulations are simply related by linear coordinate transformations. In particular, in the context of the ...
Chryssomalis Chryssomalakos, Christopher R. Stephe...
ICML
2000
IEEE
14 years 1 days ago
Mutual Information in Learning Feature Transformations
We present feature transformations useful for exploratory data analysis or for pattern recognition. Transformations are learned from example data sets by maximizing the mutual inf...
Kari Torkkola, William M. Campbell