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130
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CORR
2004
Springer
15 years 3 months ago
2004
Springer
Mapping the Internet generally consists in sampling the network from a limited set of sources by using traceroute-like probes. This methodology, akin to the merging of different s...
149
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SDM
2008
SIAM
15 years 5 months ago
2008
SIAM
In this paper we present the Dynamic Grow-Shrink Inference-based Markov network learning algorithm (abbreviated DGSIMN), which improves on GSIMN, the state-ofthe-art algorithm for...
126
Voted
CORR
1998
Springer
15 years 3 months ago
1998
Springer
Abstract. In many applications of natural language processing (NLP) it is necessary to determine the likelihood of a given word combination. For example, a speech recognizer may ne...
159
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NIPS
2008
15 years 5 months ago
2008
We present an approach to low-level vision that combines two main ideas: the use of convolutional networks as an image processing architecture and an unsupervised learning procedu...
110
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ICIP
2008
IEEE
16 years 5 months ago
2008
IEEE
Initial studies have shown that automatic inference of high-level image quality or aesthetics is very challenging. The ability to do so, however, can prove beneficial in many appl...