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» Learning Gaussian processes from multiple tasks
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108
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ICIP
2008
IEEE
15 years 10 months ago
An automatic method to learn and transfer the photometric appearance of partially overlapping images
The first major contribution of this paper is a robust method to learn the photometric mapping between the overlapping portions of two registered images acquired either under dif...
Marco Zuliani, Luca Bertelli, B. S. Manjunath
98
Voted
ICIP
2005
IEEE
16 years 5 months ago
Variable module graphs: a framework for inference and learning in modular vision systems
We present a novel and intuitive framework for building modular vision systems for complex tasks such as surveillance applications. Inspired by graphical models, especially factor...
Amit Sethi, Mandar Rahurkar, Thomas S. Huang
110
Voted
IJCNLP
2005
Springer
15 years 9 months ago
A Machine Learning Approach to Sentence Ordering for Multidocument Summarization and Its Evaluation
Ordering information is a difficult but a important task for natural language generation applications. A wrong order of information not only makes it difficult to understand, but a...
Danushka Bollegala, Naoaki Okazaki, Mitsuru Ishizu...
140
Voted
WWW
2004
ACM
16 years 4 months ago
XML data mediator integrated solution for xml roundtrip from xml to relational
This paper presents a system for efficient data transformations between XML and relational databases, called XML Data Mediator (XDM). XDM enables the transformation by externalizi...
Nianjun Zhou, George A. Mihaila, Dikran S. Melikse...
ICSE
2001
IEEE-ACM
15 years 8 months ago
Effective Software Architecture Design: From Global Analysis to UML Descriptions
It is now generally accepted that separating software architecture into multiple views can help in reducing complexity and in making sound decisions about design trade-offs. Our f...
Robert L. Nord, Daniel J. Paulish, Dilip Soni, Chr...