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» Event Modeling and Recognition Using Markov Logic Networks
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NIPS
2003
14 years 10 months ago
Max-Margin Markov Networks
In typical classification tasks, we seek a function which assigns a label to a single object. Kernel-based approaches, such as support vector machines (SVMs), which maximize the ...
Benjamin Taskar, Carlos Guestrin, Daphne Koller
IJCNN
2006
IEEE
15 years 3 months ago
Reservoir-based techniques for speech recognition
— A solution for the slow convergence of most learning rules for Recurrent Neural Networks (RNN) has been proposed under the terms Liquid State Machines (LSM) and Echo State Netw...
David Verstraeten, Benjamin Schrauwen, Dirk Stroob...
ICVS
2001
Springer
15 years 1 months ago
Adapting Object Recognition across Domains: A Demonstration
High-level vision systems use object, scene or domain specific knowledge to interpret images. Unfortunately, this knowledge has to be acquired for every domain. This makes it diffi...
Bruce A. Draper, Ulrike Ahlrichs, Dietrich Paulus
ICDAR
2007
IEEE
15 years 3 months ago
Energy-Based Models in Document Recognition and Computer Vision
The Machine Learning and Pattern Recognition communities are facing two challenges: solving the normalization problem, and solving the deep learning problem. The normalization pro...
Yann LeCun, Sumit Chopra, Marc'Aurelio Ranzato, Fu...
ISMVL
1997
IEEE
99views Hardware» more  ISMVL 1997»
15 years 1 months ago
Useful Application of CMOS Ternary Logic to the Realisation of Asynchronous Circuits
This paper shows how the application of a CMOS ternary logic is useful in the realisation of Delay Insensitive (01)asynchronous circuits. It is shown that fully DIasynchronous cir...
Riccardo Mariani, Roberto Roncella, Roberto Salett...