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103
Voted
AI
2005
Springer
15 years 2 months ago
Word sense disambiguation with pictures
We introduce a method for using images for word sense disambiguation, either alone, or in conjunction with traditional text based methods. The approach is based in recent work on ...
Kobus Barnard, Matthew Johnson
138
Voted
ICASSP
2011
IEEE
14 years 6 months ago
A kernelized maximal-figure-of-merit learning approach based on subspace distance minimization
We propose a kernelized maximal-figure-of-merit (MFoM) learning approach to efficiently training a nonlinear model using subspace distance minimization. In particular, a fixed,...
Byungki Byun, Chin-Hui Lee
162
Voted
CORR
2012
Springer
183views Education» more  CORR 2012»
13 years 10 months ago
Learning Determinantal Point Processes
Determinantal point processes (DPPs), which arise in random matrix theory and quantum physics, are natural models for subset selection problems where diversity is preferred. Among...
Alex Kulesza, Ben Taskar
97
Voted
ICIP
2005
IEEE
16 years 4 months ago
Fast distortion-buffer optimized streaming of multimedia
This paper presents a distortion optimized streaming algorithm for on-demand streaming of multimedia. Given the pre-encoded packets of a multimedia stream, we propose a fast algor...
Anshul Sehgal, Ashish Jagmohan, Olivier Verscheure...
106
Voted
KDD
2001
ACM
169views Data Mining» more  KDD 2001»
16 years 3 months ago
Hierarchical cluster analysis of SAGE data for cancer profiling
In this paper we present a method for clustering SAGE (Serial Analysis of Gene Expression) data to detect similarities and dissimilarities between different types of cancer on the...
Jörg Sander, Monica C. Sleumer, Raymond T. Ng