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CORR
2011
Springer
222views Education» more  CORR 2011»
14 years 4 months ago
Weakly Supervised Learning of Foreground-Background Segmentation using Masked RBMs
Abstract. We propose an extension of the Restricted Boltzmann Machine (RBM) that allows the joint shape and appearance of foreground objects in cluttered images to be modeled indep...
Nicolas Heess, Nicolas Le Roux, John M. Winn
128
Voted
ICASSP
2011
IEEE
14 years 4 months ago
Separating sources from sequentially acquired mixtures of heart signals
In this paper, we consider the problem of separating a set of independent components when only one movable sensor is available to record the mixtures. We propose to exploit the qu...
Fábio de Lima Hedayioglu, Maria G. Jafari, ...
157
Voted
CP
2011
Springer
14 years 10 days ago
Incorporating Variance in Impact-Based Search
We present a simple modification to the idea of impact-based search which has proven highly effective for several applications. Impacts measure the average reduction in search spa...
Serdar Kadioglu, Eoin O'Mahony, Philippe Refalo, M...
100
Voted
ECIR
2011
Springer
14 years 4 months ago
Towards Quantum-Based DB+IR Processing Based on the Principle of Polyrepresentation
The cognitively motivated principle of polyrepresentation still lacks a theoretical foundation in IR. In this work, we discuss two competing polyrepresentation frameworks that are ...
David Zellhöfer, Ingo Frommholz, Ingo Schmitt...
INFOCOM
2011
IEEE
14 years 4 months ago
SMALL: A Strategy-proof Mechanism for radio spectrum allocation
Abstract—With the growing deployment of wireless communication technologies, radio spectrum is becoming a scarce resource. Thus mechanisms to efficiently allocate the available ...
Fan Wu, Nitin H. Vaidya