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» Generalized Discriminant Analysis Using a Kernel Approach
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WSCG
2003
142views more  WSCG 2003»
15 years 8 months ago
Three-Dimensional Object Recognition: Statistical Approach
The design of a general purpose artificial vision system capable of recognizing arbitrarily complex threedimensional objects without human intervention is still a challenging task...
R. Abdul Salam, M. A. Rodrigues
JMLR
2012
13 years 9 months ago
Domain Adaptation: A Small Sample Statistical Approach
We study the prevalent problem when a test distribution differs from the training distribution. We consider a setting where our training set consists of a small number of sample d...
Ruslan Salakhutdinov, Sham M. Kakade, Dean P. Fost...
SIGADA
2005
Springer
16 years 2 days ago
Using ASIS to generate C++ bindings
In this paper, we describe an approach to automatically creating C++ bindings to Ada libraries utilizing capabilities of the Ada Semantic Interface Specification (ASIS). We discus...
Howard Ausden, Karl A. Nyberg
CIVR
2009
Springer
132views Image Analysis» more  CIVR 2009»
16 years 1 months ago
Real-time bag of words, approximately
We start from the state-of-the-art Bag of Words pipeline that in the 2008 benchmarks of TRECvid and PASCAL yielded the best performance scores. We have contributed to that pipelin...
Jasper R. R. Uijlings, Arnold W. M. Smeulders, Rem...
ICML
2005
IEEE
16 years 7 months ago
Healing the relevance vector machine through augmentation
The Relevance Vector Machine (RVM) is a sparse approximate Bayesian kernel method. It provides full predictive distributions for test cases. However, the predictive uncertainties ...
Carl Edward Rasmussen, Joaquin Quiñonero Ca...