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» Structured Sparsity in Structured Prediction
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NIPS
2008
15 years 6 months ago
Learning Hybrid Models for Image Annotation with Partially Labeled Data
Extensive labeled data for image annotation systems, which learn to assign class labels to image regions, is difficult to obtain. We explore a hybrid model framework for utilizing...
Xuming He, Richard S. Zemel
128
Voted
COGSCI
2008
129views more  COGSCI 2008»
15 years 5 months ago
A Rational Analysis of Rule-Based Concept Learning
We propose a new model of human concept learning that provides a rational analysis for learning of feature-based concepts. This model is built upon Bayesian inference for a gramma...
Noah D. Goodman, Joshua B. Tenenbaum, Jacob Feldma...
150
Voted
JCNS
1998
81views more  JCNS 1998»
15 years 4 months ago
Wave Propagation Mediated by GABAB Synapse and Rebound Excitation in an Inhibitory Network: A Reduced Model Approach
A reduction method is used to analyze a spatially structured network model of inhibitory neurons. This network model displays wave propagation of postinhibitory rebound activity, w...
Zhixiong Chen, Bard Ermentrout, Xiao-Jing Wang
NAACL
2010
15 years 2 months ago
Cross-lingual Induction of Selectional Preferences with Bilingual Vector Spaces
We describe a cross-lingual method for the induction of selectional preferences for resourcepoor languages, where no accurate monolingual models are available. The method uses bil...
Yves Peirsman, Sebastian Padó
146
Voted
INTERSPEECH
2010
14 years 12 months ago
Prosodic timing analysis for articulatory re-synthesis using a bank of resonators with an adaptive oscillator
A method for the analysis of prosodic-level temporal structure is introduced. The method is based on measured phase angles of an oscillator as that oscillator is made to synchroni...
Michael C. Brady