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ECCV
2010
Springer
14 years 22 days ago
MRF Inference by k-Fan Decomposition and Tight Lagrangian Relaxation
We present a novel dual decomposition approach to MAP inference with highly connected discrete graphical models. Decompositions into cyclic k-fan structured subproblems are shown t...
CLOR
2006
13 years 11 months ago
Synergistic Face Detection and Pose Estimation with Energy-Based Models
We describe a novel method for real-time, simultaneous multi-view face detection and facial pose estimation. The method employs a convolutional network to map face images to point...
Margarita Osadchy, Yann LeCun, Matthew L. Miller
ICCS
2000
Springer
13 years 11 months ago
A Conceptual Graph Model for W3C Resource Description Framework
With the aim of building a "Semantic Web", the content of the documents must be explicitly represented through metadata in order to enable contents-guided search. Our app...
Olivier Corby, Rose Dieng, Cédric Hé...
EON
2008
13 years 9 months ago
Semantic System Integration - Incorporating Rule based Semantic Bridges into BPEL Processes
Abstract. This paper describes how semantic bridges realized in terms of rulebased ontology mappings can be incorporated into BPEL processes. The approach is explained by applying ...
Nils Barnickel, Ralf Weinand, Matthias Flügge
ESANN
2006
13 years 9 months ago
Parallel hardware implementation of a broad class of spiking neurons using serial arithmetic
Abstract. Current digital, directly mapped implementations of spiking neural networks use serial processing and parallel arithmetic. On a standard CPU, this might be the good choic...
Benjamin Schrauwen, Jan M. Van Campenhout