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JMLR
2010
135views more  JMLR 2010»
14 years 11 months ago
Structured Prediction Cascades
Structured prediction tasks pose a fundamental trade-off between the need for model complexity to increase predictive power and the limited computational resources for inference i...
David Weiss, Benjamin Taskar
SAC
2005
ACM
15 years 10 months ago
Avoiding data conversions in embedded media processors
Complex application-specific media instructions and kernels are emulated with simple to implement extended subword instructions. We show that assuming extended register file ent...
Ben H. H. Juurlink, Asadollah Shahbahrami, Stamati...
NIPS
1997
15 years 5 months ago
A Non-Parametric Multi-Scale Statistical Model for Natural Images
The observed distribution of natural images is far from uniform. On the contrary, real images have complex and important structure that can be exploited for image processing, reco...
Jeremy S. De Bonet, Paul A. Viola
CORR
2010
Springer
127views Education» more  CORR 2010»
15 years 4 months ago
Statistical and Computational Tradeoffs in Stochastic Composite Likelihood
Maximum likelihood estimators are often of limited practical use due to the intensive computation they require. We propose a family of alternative estimators that maximize a stoch...
Joshua Dillon, Guy Lebanon
CGF
1999
81views more  CGF 1999»
15 years 4 months ago
Multi-layered impostors for accelerated rendering
This paper describes the successful combination of pre-generated and dynamically updated image-based representations to accelerate the visualization of complex virtual environment...
Xavier Décoret, François X. Sillion,...