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» Higher Order Deforestation

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NECO
2010

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Learning to Represent Spatial Transformations with Factored Higher-Order Boltzmann Machines

14 years 8 months ago

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To allow the hidden units of a restricted Boltzmann machine to model the transformation between two successive images, Memisevic and Hinton (2007) introduced three-way multiplicat...

Roland Memisevic, Geoffrey E. Hinton

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SIAMIS
2010

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Higher-Order Feature-Preserving Geometric Regularization

14 years 8 months ago

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We introduce two fourth-order regularization methods that remove geometric noise without destroying signiﬁcant geometric features. These methods leverage ideas from image denoisi...

Marc Droske, Andrea Bertozzi

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EMNLP
2010

149views Natural Language Processing» more EMNLP 2010»

Inducing Probabilistic CCG Grammars from Logical Form with Higher-Order Unification

14 years 7 months ago

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This paper addresses the problem of learning to map sentences to logical form, given training data consisting of natural language sentences paired with logical representations of ...

Tom Kwiatkowksi, Luke S. Zettlemoyer, Sharon Goldw...

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DLOG
2009

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On Higher-Order Description Logics

14 years 7 months ago

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Giuseppe De Giacomo, Maurizio Lenzerini, Riccardo ...

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