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» Image Understanding using Domain Knowledge
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CVPR
2005
IEEE
16 years 1 months ago
Tangent-Corrected Embedding
Images and other high-dimensional data can frequently be characterized by a low dimensional manifold (e.g. one that corresponds to the degrees of freedom of the camera). Recently,...
Ali Ghodsi, Jiayuan Huang, Finnegan Southey, Dale ...
CVPR
2010
IEEE
15 years 8 months ago
Beyond Active Noun Tagging: Modeling Contextual Interactions for Multi-Class Active Learning
We present an active learning framework to simultaneously learn appearance and contextual models for scene understanding tasks (multi-class classification). Existing multi-class a...
Behjat Siddiquie, Abhinav Gupta
ICML
2006
IEEE
16 years 17 days ago
Learning a kernel function for classification with small training samples
When given a small sample, we show that classification with SVM can be considerably enhanced by using a kernel function learned from the training data prior to discrimination. Thi...
Tomer Hertz, Aharon Bar-Hillel, Daphna Weinshall
ARGMAS
2009
Springer
15 years 6 months ago
Dominant Decisions by Argumentation Agents
Abstract. We introduce a special family of (assumption-based argumentation) frameworks for reasoning about the bene ts of decisions. These frameworks can be used for representing t...
Paul-Amaury Matt, Francesca Toni, Juan R. Vaccari
BIB
2006
169views more  BIB 2006»
14 years 11 months ago
Bio-ontologies: current trends and future directions
: In recent years, as a knowledge-based discipline, bioinformatics has moved to make its knowledge more computationally amenable. After its beginnings in the disciplines as a techn...
Olivier Bodenreider, Robert Stevens