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178

FLAIRS
2007

112views Artificial Intelligence» more FLAIRS 2007»

Knowledge Transfer in Deep Convolutional Neural Nets

15 years 9 months ago

Knowledge transfer is widely held to be a primary mechanism that enables humans to quickly learn new complex concepts when given only small training sets. In this paper, we apply ...

Steven Gutstein, Olac Fuentes, Eric Freudenthal

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206

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FLAIRS
2007

166views Artificial Intelligence» more FLAIRS 2007»

Learning to Identify Global Bottlenecks in Constraint Satisfaction Search

15 years 9 months ago

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Using information from failures to guide subsequent search is an important technique for solving combinatorial problems in domains such as boolean satisﬁability (SAT) and constr...

Diarmuid Grimes, Richard J. Wallace

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188

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FLAIRS
2007

201views Artificial Intelligence» more FLAIRS 2007»

Memory-Prediction Framework for Pattern Recognition: Performance and Suitability of the Bayesian Model of Visual Cortex

15 years 9 months ago

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This paper explores an inferential system for recognizing visual patterns. The system is inspired by a recent memoryprediction theory and models the high-level architecture of the...

Saulius Juozas Garalevicius

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138

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FLAIRS
2007

118views Artificial Intelligence» more FLAIRS 2007»

Abstracting Web Agent Proofs into Human-Level Justifications

15 years 9 months ago