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NAACL
2003
15 years 8 months ago
Shallow Parsing with Conditional Random Fields
Conditional random fields for sequence labeling offer advantages over both generative models like HMMs and classifiers applied at each sequence position. Among sequence labeling...
Fei Sha, Fernando C. N. Pereira
164
Voted
SFP
2003
15 years 8 months ago
Testing reactive systems with GAST
G∀ST is a fully automatic test system. Given a logical property, stated as a function, it is able to generate appropriate test values, to execute tests with these values, and to ...
Pieter W. M. Koopman, Rinus Plasmeijer
NIPS
2000
15 years 8 months ago
Rate-coded Restricted Boltzmann Machines for Face Recognition
We describe a neurally-inspired, unsupervised learning algorithm that builds a non-linear generative model for pairs of face images from the same individual. Individuals are then ...
Yee Whye Teh, Geoffrey E. Hinton
NIPS
1997
15 years 8 months ago
Just One View: Invariances in Inferotemporal Cell Tuning
In macaque inferotemporal cortex (IT), neurons have been found to respond selectively to complex shapes while showing broad tuning (“invariance”) with respect to stimulus tran...
Maximilian Riesenhuber, Tomaso Poggio
151
Voted
WSC
1997
15 years 8 months ago
Solving Engine Maintenance Capacity Problems with Simulation
For many companies the scheduling of job shops proves very difficult. Competing priorities (due dates, potential profit) from multiple customers confronts the plant manager with m...
Robert Gatland, Eric Yang, Kenneth Buxton