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» On a theory of learning with similarity functions
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AMR
2007
Springer
140views Multimedia» more  AMR 2007»
14 years 3 months ago
Learning Distance Functions for Automatic Annotation of Images
This paper gives an overview of recent approaches towards image representation and image similarity computation for content-based image retrieval and automatic image annotation (ca...
Josip Krapac, Frédéric Jurie
CVPR
2006
IEEE
14 years 10 months ago
BoostMotion: Boosting a Discriminative Similarity Function for Motion Estimation
Motion estimation for applications where appearance undergoes complex changes is challenging due to lack of an appropriate similarity function. In this paper, we propose to learn ...
Shaohua Kevin Zhou, Bogdan Georgescu, Dorin Comani...
ATAL
2007
Springer
14 years 2 months ago
Negotiation partners selection mechanism based on context-dependent similarity relations
This paper proposes a context-dependent case-based mechanism for selecting negotiation partners with the focus on the adaptation of similarity relations to a specific context. Th...
Jakub Brzostowski, Ryszard Kowalczyk
SYNTHESE
2010
68views more  SYNTHESE 2010»
13 years 7 months ago
Informational versus functional theories of scientific representation
Recent work in the philosophy of science has generated an apparent conflict between theories attempting to explicate the nature of scientific representation. On one side, there are...
Anjan Chakravartty
NN
2000
Springer
167views Neural Networks» more  NN 2000»
13 years 8 months ago
Blind signal processing by the adaptive activation function neurons
The aim of this paper is to study an Information Theory based learning theory for neural units endowed with adaptive activation functions. The learning theory has the target to fo...
Simone Fiori