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61
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ICCV
2001
IEEE
15 years 11 months ago
Visual Learning by Integrating Descriptive and Generative Methods
Cheng-en Guo, Song Chun Zhu, Ying Nian Wu
CSL
2002
Springer
14 years 9 months ago
Learning visually grounded words and syntax for a scene description task
A spoken language generation system has been developed that learns to describe objects in computer-generated visual scenes. The system is trained by a `show-and-tell' procedu...
Deb K. Roy
87
Voted
PRL
2007
155views more  PRL 2007»
14 years 9 months ago
Integrated patch model: A generative model for image categorization based on feature selection
Image categorization could be treated as an effective solution to enable keyword-based image retrieval. In this paper, we propose a novel image categorization approach by learnin...
Feng Xu, Yu-Jin Zhang
74
Voted
ITICSE
2004
ACM
15 years 2 months ago
Generation as method for explorative learning in computer science education
The use of generic and generative methods for the development and application of interactive educational software is a relatively unexplored area in industry and education. Advant...
Andreas Kerren
60
Voted
KDD
1994
ACM
140views Data Mining» more  KDD 1994»
15 years 1 months ago
A Comparison of Pruning Methods for Relational Concept Learning
Pre-Pruning and Post-Pruning are two standard methods of dealing with noise in concept learning. Pre-Pruning methods are very efficient, while Post-Pruning methods typically are m...
Johannes Fürnkranz