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DAGM
2011
Springer
14 years 6 months ago
Putting MAP Back on the Map
Conditional Random Fields (CRFs) are popular models in computer vision for solving labeling problems such as image denoising. This paper tackles the rarely addressed but important ...
Patrick Pletscher, Sebastian Nowozin, Pushmeet Koh...
PAMI
2012
13 years 8 months ago
UBoost: Boosting with the Universum
—It has been shown that the Universum data, which do not belong to either class of the classification problem of interest, may contain useful prior domain knowledge for training...
Chunhua Shen, Peng Wang, Fumin Shen, Hanzi Wang
IV
2007
IEEE
110views Visualization» more  IV 2007»
16 years 15 days ago
Software Engineering Students meet Interdisciplinary Project work and Art
Do software engineering students need interdisciplinary skills? Do students learn different things from an interdisciplinary project work than from software development projects? ...
Maria Letizia Jaccheri, Guttorm Sindre
ATAL
2007
Springer
16 years 12 days ago
Using priorities to simplify behavior coordination
Real-world behavior-based robot control problems require the coordination of a large number of competing behaviors. However, coordination becomes increasingly difficult as the num...
Brent E. Eskridge, Dean F. Hougen
ICML
1994
IEEE
15 years 9 months ago
A Conservation Law for Generalization Performance
Conservation of information (COI) popularized by the no free lunch theorem is a great leveler of search algorithms, showing that on average no search outperforms any other. Yet in ...
Cullen Schaffer