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CVPR
2010
IEEE
15 years 1 days ago
Modeling pixel means and covariances using factorized third-order boltzmann machines
Learning a generative model of natural images is a useful way of extracting features that capture interesting regularities. Previous work on learning such models has focused on me...
Marc Aurelio Ranzato, Geoffrey E. Hinton
LREC
2010
190views Education» more  LREC 2010»
15 years 1 months ago
Applying a Dynamic Bayesian Network Framework to Transliteration Identification
Identification of transliterations is aimed at enriching multilingual lexicons and improving performance in various Natural Language Processing (NLP) applications including Cross ...
Peter Nabende
SBP
2010
Springer
15 years 6 months ago
Social Factors in Creating an Integrated Capability for Health System Modeling and Simulation
Abstract. The health system is a complex system of systems – changes in agriculture, transportation, economics, family life, medical practices, and many other things can have a p...
Paul P. Maglio, Melissa Cefkin, Peter J. Haas, Pat...
ATAL
2009
Springer
15 years 6 months ago
Generalized model learning for reinforcement learning in factored domains
Improving the sample efficiency of reinforcement learning algorithms to scale up to larger and more realistic domains is a current research challenge in machine learning. Model-ba...
Todd Hester, Peter Stone
ICTIR
2009
Springer
15 years 6 months ago
A Four-Factor User Interaction Model for Content-Based Image Retrieval
In order to bridge the “Semantic gap”, a number of relevance feedback (RF) mechanisms have been applied to content-based image retrieval (CBIR). However current RF techniques i...
Haiming Liu 0002, Victoria S. Uren, Dawei Song, St...