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ICML
2006
IEEE
14 years 11 months ago
Accelerated training of conditional random fields with stochastic gradient methods
We apply Stochastic Meta-Descent (SMD), a stochastic gradient optimization method with gain vector adaptation, to the training of Conditional Random Fields (CRFs). On several larg...
S. V. N. Vishwanathan, Nicol N. Schraudolph, Mark ...
IOLTS
2006
IEEE
84views Hardware» more  IOLTS 2006»
14 years 4 months ago
Fault Tolerant System Design Method Based on Self-Checking Circuits
This paper describes a highly reliable digital circuit design method based on totally self checking blocks implemented in FPGAs. The bases of the self checking blocks are parity p...
Pavel Kubalík, Petr Fiser, Hana Kubatova
GCB
2004
Springer
91views Biometrics» more  GCB 2004»
14 years 4 months ago
A Method for Fast Approximate Searching of Polypeptide Structures in the PDB
: The main contribution of this paper is a novel approach for fast searching in huge structural databases like the PDB. The data structure is based on an adaption of the generalize...
Hanjo Täubig, Arno Buchner, Jan Griebsch
HLK
2003
IEEE
14 years 4 months ago
A Model-Based Method For Building Reconstruction
In this paper model-based reconstruction methods are applied to the detailed reconstruction of buildings from close-range images. The 3D points obtained through image matching are...
Konrad Schindler, Joachim Bauer
CCIA
2009
Springer
13 years 11 months ago
Evaluation of the SIFT Object Recognition Method in Mobile Robots
General object recognition in mobile robots is of primary importance in order to enhance the representation of the environment that robots will use for their reasoning processes. T...
Arnau Ramisa, Shrihari Vasudevan, David Aldavert, ...