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CVPR
2010
IEEE
15 years 6 months ago
Connecting Modalities: Semi-supervised Segmentation and Annotation of Images Using Unaligned Text Corpora
We propose a semi-supervised model which segments and annotates images using very few labeled images and a large unaligned text corpus to relate image regions to text labels. Give...
Richard Socher, Li Fei-Fei
ISSRE
2000
IEEE
15 years 2 months ago
Testing Nondeterminate Systems
The behavior of nondeterminate systems can be hard to predict, since similar inputs at different times can generate different outputs. In other words, the behavior seen during tes...
Tim Menzies, Bojan Cukic, Harshinder Singh, John D...
BMCBI
2007
105views more  BMCBI 2007»
14 years 9 months ago
Generating confidence intervals on biological networks
Background: In the analysis of networks we frequently require the statistical significance of some network statistic, such as measures of similarity for the properties of interact...
Thomas Thorne, Michael P. H. Stumpf
PAMI
2008
146views more  PAMI 2008»
14 years 9 months ago
Video Event Recognition Using Kernel Methods with Multilevel Temporal Alignment
In this work, we systematically study the problem of event recognition in unconstrained news video sequences. We adopt the discriminative kernel-based method for which video clip s...
Dong Xu, Shih-Fu Chang
LREC
2008
81views Education» more  LREC 2008»
14 years 11 months ago
Speech Errors on Frequently Observed Homophones in French: Perceptual Evaluation vs Automatic Classification
The present contribution aims at increasing our understanding of automatic speech recognition (ASR) errors involving frequent homophone or almost homophone words by confronting th...
Rena Nemoto, Ioana Vasilescu, Martine Adda-Decker