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» Optimizing Higher-Order Pattern Unification
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NECO
2010
136views more  NECO 2010»
13 years 3 months ago
Learning to Represent Spatial Transformations with Factored Higher-Order Boltzmann Machines
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
DAGM
2010
Springer
13 years 2 months ago
An Empirical Comparison of Inference Algorithms for Graphical Models with Higher Order Factors Using OpenGM
Abstract. Graphical models with higher order factors are an important tool for pattern recognition that has recently attracted considerable attention. Inference based on such model...
Björn Andres, Jörg H. Kappes, Ullrich K&...
MICCAI
2010
Springer
13 years 3 months ago
Nonlinear Embedding towards Articulated Spine Shape Inference Using Higher-Order MRFs
In this paper we introduce a novel approach for inferring articulated spine models from images. A low-dimensional manifold embedding is created from a training set of prior mesh mo...
Samuel Kadoury, Nikos Paragios
BROADNETS
2004
IEEE
13 years 8 months ago
A Multi-Radio Unification Protocol for IEEE 802.11 Wireless Networks
We present a link layer protocol called the Multi-radio Unification Protocol or MUP. On a single node, MUP coordinates the operation of multiple wireless network cards tuned to no...
Atul Adya, Paramvir Bahl, Jitendra Padhye, Alec Wo...
PADL
2010
Springer
14 years 1 months ago
Conversion by Evaluation
Abstract. We show how testing convertibility of two types in dependently typed systems can advantageously be implemented instead untyped normalization by evaluation, thereby reusin...
Mathieu Boespflug