ON MODELING AT MULTIPLE LEVELS OF ABSTRACTION Perakath Benjamin Madhav Erraguntla Dursun Delen Richard Mayer Knowledge Based Systems, Inc. 1408 University Drive College Station, Te...
Perakath C. Benjamin, Madhav Erraguntla, Dursun De...
This paper presents an approach to the joint optimization of neural network structure and weights which can take advantage of backpropagation as a specialized decoder. The approac...
In this work we present the Subsequence Similarity Language Model (S2-LM) which is a new approach to language modeling based on string similarity. As a language model, S2-LM gener...
We present a formulation of interconnection models and present the unit and syntactic models -- the primary models used for managing the evolution of large software systems. We di...
We describe a generative model of the relationship between two images. The model is deļ¬ned as a factored threeway Boltzmann machine, in which hidden variables collaborate to deļ...
Joshua Susskind, Roland Memisevic, Geoffrey Hinton...