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» Challenges of component-based development
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ICML
2010
IEEE
15 years 8 months ago
Accelerated dual decomposition for MAP inference
Approximate MAP inference in graphical models is an important and challenging problem for many domains including computer vision, computational biology and natural language unders...
Vladimir Jojic, Stephen Gould, Daphne Koller
AIPS
2010
15 years 7 months ago
Waking Up a Sleeping Rabbit: On Natural-Language Sentence Generation with FF
We present a planning domain that encodes the problem of generating natural language sentences. This domain has a number of features that provoke fairly unusual behavior in planne...
Alexander Koller, Joerg Hoffmann
CEC
2010
IEEE
15 years 7 months ago
Grammatical rules for the automated construction of heuristics
— Developing a problem-domain independent methodology to automatically generate high performing solving strategies for specific problems is one of the challenging trends on hype...
Germán Terrazas, Natalio Krasnogor
ICASSP
2010
IEEE
15 years 7 months ago
Frame domain signal processing: Framework and applications
Besides basis expansions, frames representations play a key role in signal processing. We thus consider the problem of frame domain signal processing, which is more complex and ch...
Amina Chebira, Matthew Fickus, Martin Vetterli
ICIP
2007
IEEE
15 years 7 months ago
A Wavelet-Based Noise-Aware Method for Fusing Noisy Imagery
Fusion of images in the presence of noise is a challenging problem. Conventional fusion methods focus on aggregating prominent image features, which usually result in noise enhanc...
Xiaohui Yuan, Bill P. Buckles