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» Measuring the Complexity of Classification Problems
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OOPSLA
2010
Springer
13 years 6 months ago
From OO to FPGA: fitting round objects into square hardware?
Consumer electronics today such as cell phones often have one or more low-power FPGAs to assist with energyintensive operations in order to reduce overall energy consumption and i...
Stephen Kou, Jens Palsberg
PAMI
2010
174views more  PAMI 2010»
13 years 6 months ago
Image Segmentation with a Unified Graphical Model
—We propose a unified graphical model that can represent both the causal and noncausal relationships among random variables and apply it to the image segmentation problem. Specif...
Lei Zhang 0011, Qiang Ji
CACM
2010
161views more  CACM 2010»
13 years 6 months ago
Efficiently searching for similar images
As it becomes increasingly viable to capture, store, and share large amounts of image and video data, automatic image analysis is crucial to managing visual information. Many prob...
Kristen Grauman
ACL
2010
13 years 5 months ago
Combining Orthogonal Monolingual and Multilingual Sources of Evidence for All Words WSD
Word Sense Disambiguation remains one of the most complex problems facing computational linguists to date. In this paper we present a system that combines evidence from a monoling...
Weiwei Guo, Mona Diab
EMNLP
2010
13 years 5 months ago
Assessing Phrase-Based Translation Models with Oracle Decoding
Extant Statistical Machine Translation (SMT) systems are very complex softwares, which embed multiple layers of heuristics and embark very large numbers of numerical parameters. A...
Guillaume Wisniewski, Alexandre Allauzen, Fran&cce...