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» Some Notes on Models and Modelling
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NIPS
2008
14 years 11 months ago
Learning Hybrid Models for Image Annotation with Partially Labeled Data
Extensive labeled data for image annotation systems, which learn to assign class labels to image regions, is difficult to obtain. We explore a hybrid model framework for utilizing...
Xuming He, Richard S. Zemel
99
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ESANN
2006
14 years 11 months ago
Extended model of conditioned learning within latent inhibition
Due to the various and dynamic nature of stimuli, decisions of intelligent agents must rely on the coordination of complex cognitive systems. This paper precisely focusses on a gen...
Nicolas Gomond, Jean Marc Salotti
86
Voted
NAACL
2004
14 years 11 months ago
Exponential Priors for Maximum Entropy Models
Maximum entropy models are a common modeling technique, but prone to overfitting. We show that using an exponential distribution as a prior leads to bounded absolute discounting b...
Joshua Goodman
PRIS
2001
14 years 11 months ago
Improving the Robustness of Parametric Shape Tracking with Switched Multiple Models
This paper addresses the problem of tracking objects with complex motion dynamics or shape changes. It is assumed that some of the visual features detected in the image (e.g., edg...
Jacinto C. Nascimento, Jorge S. Marques
76
Voted
RIVF
2003
14 years 11 months ago
Adaptable Fault Tolerance Requirements on Component Models
—Our work aims to provide adaptable fault tolerance for component-based systems through frameworks. In order to implement this approach, the underlying component model must fulï¬...
Phuong-Quynh Duong, Elizabeth Pérez Cort&ea...