185 search results - page 5 / 37 » Learning with Few Examples by Transferring Feature Relevance |
120
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PG
2002
IEEE
15 years 8 months ago
2002
IEEE
In this paper, we present a system that automatically generates caricatures from input face images. From example caricatures drawn by an artist, our caricature system learns how a...
132
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FLAIRS
2010
15 years 5 months ago
2010
We present context-sensitive Multiple Task Learning, or csMTL as a method of inductive transfer. It uses additional contextual inputs along with other input features when learning ...
141
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ECCV
2008
Springer
16 years 5 months ago
2008
Springer
Abstract. Building visual recognition models that adapt across different domains is a challenging task for computer vision. While feature-learning machines in the form of hierarchi...
118
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ICMLA
2003
15 years 4 months ago
2003
— Fundamental to the problem of lifelong machine learning is how to consolidate the knowledge of a learned task within a long-term memory structure (domain knowledge) without the...
137
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ICIP
2003
IEEE
16 years 4 months ago
2003
IEEE
Relevance feedback is an attractive approach to developing flexible metrics for content-based retrieval in image and video databases. Large image databases require an index struct...