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» Modelling Smooth Paths Using Gaussian Processes
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ECCV
2010
Springer
14 years 21 days ago
Inferring 3D Shapes and Deformations from Single Views
Abstract. In this paper we propose a probabilistic framework that models shape variations and infers dense and detailed 3D shapes from a single silhouette. We model two types of sh...
ICML
2010
IEEE
13 years 8 months ago
Bayesian Multi-Task Reinforcement Learning
We consider the problem of multi-task reinforcement learning where the learner is provided with a set of tasks, for which only a small number of samples can be generated for any g...
Alessandro Lazaric, Mohammad Ghavamzadeh
CGF
2008
152views more  CGF 2008»
13 years 7 months ago
Capturing Intention-based Full-Frame Video Stabilization
Annoying shaky motion is one of the significant problems in home videos, since hand shake is an unavoidable effect when capturing by using a hand-held camcorder. Video stabilizati...
Bing-Yu Chen, Ken-Yi Lee, Wei-Ting Huang, Jong-Sha...
JMLR
2006
136views more  JMLR 2006»
13 years 7 months ago
Optimising Kernel Parameters and Regularisation Coefficients for Non-linear Discriminant Analysis
In this paper we consider a novel Bayesian interpretation of Fisher's discriminant analysis. We relate Rayleigh's coefficient to a noise model that minimises a cost base...
Tonatiuh Peña Centeno, Neil D. Lawrence
MICRO
2002
IEEE
97views Hardware» more  MICRO 2002»
14 years 17 days ago
Instruction fetch deferral using static slack
In this paper we present an approach to boosting performance and tolerating latency by deferring non-critical instructions into a deferred queue for later processing. As such, ins...
Gregory A. Muthler, David Crowe, Sanjay J. Patel, ...