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ECML
2005
Springer
15 years 10 months ago
Inducing Hidden Markov Models to Model Long-Term Dependencies
We propose in this paper a novel approach to the induction of the structure of Hidden Markov Models. The induced model is seen as a lumped process of a Markov chain. It is construc...
Jérôme Callut, Pierre Dupont
MIRRORBOT
2005
Springer
141views Robotics» more  MIRRORBOT 2005»
15 years 10 months ago
Towards Word Semantics from Multi-modal Acoustico-Motor Integration: Application of the Bijama Model to the Setting of Action-De
This paper presents a computational self-organizing model of multi-modal information, inspired from cortical maps. It shows how the organization in a map can be influenced by the ...
Olivier Ménard, Frédéric Alex...
COLT
2004
Springer
15 years 10 months ago
Inferring Mixtures of Markov Chains
We define the problem of inferring a “mixture of Markov chains” based on observing a stream of interleaved outputs from these chains. We show a sharp characterization of the i...
Tugkan Batu, Sudipto Guha, Sampath Kannan
DAGM
2004
Springer
15 years 10 months ago
Learning Depth from Stereo
We compare two approaches to the problem of estimating the depth of a point in space from observing its image position in two
Fabian H. Sinz, Joaquin Quiñonero Candela, ...
ICA
2004
Springer
15 years 10 months ago
A Model for Analyzing Dependencies Between Two ICA Features in Natural Images
Abstract. In this paper we examine how the activation of one independent component analysis (ICA) feature changes first and second order statistics of other independent components...
Mika Inki