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» An improvement on learning with local and global consistency
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PR
2006
141views more  PR 2006»
13 years 7 months ago
Relaxational metric adaptation and its application to semi-supervised clustering and content-based image retrieval
The performance of many supervised and unsupervised learning algorithms is very sensitive to the choice of an appropriate distance metric. Previous work in metric learning and ada...
Hong Chang, Dit-Yan Yeung, William K. Cheung
WWW
2008
ACM
14 years 8 months ago
As we may perceive: finding the boundaries of compound documents on the web
This paper considers the problem of identifying on the Web compound documents (cDocs) ? groups of web pages that in aggregate constitute semantically coherent information entities...
Pavel Dmitriev
CVPR
2007
IEEE
14 years 10 months ago
Region Classification with Markov Field Aspect Models
Considerable advances have been made in learning to recognize and localize visual object classes. Simple bag-offeature approaches label each pixel or patch independently. More adv...
Jakob J. Verbeek, Bill Triggs
MICRO
2009
IEEE
134views Hardware» more  MICRO 2009»
14 years 2 months ago
Coordinated control of multiple prefetchers in multi-core systems
Aggressive prefetching is very beneficial for memory latency tolerance of many applications. However, it faces significant challenges in multi-core systems. Prefetchers of diff...
Eiman Ebrahimi, Onur Mutlu, Chang Joo Lee, Yale N....
ISPD
2003
ACM
132views Hardware» more  ISPD 2003»
14 years 1 months ago
Architecture and synthesis for multi-cycle communication
For multi-gigahertz designs in nanometer technologies, data transfers on global interconnects take multiple clock cycles. In this paper, we propose a regular distributed register ...
Jason Cong, Yiping Fan, Xun Yang, Zhiru Zhang