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» Image Understanding using Domain Knowledge
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CVPR
2005
IEEE
16 years 3 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 10 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 2 months 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
117
Voted
ARGMAS
2009
Springer
15 years 8 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
135
Voted
BIB
2006
169views more  BIB 2006»
15 years 1 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