1956 search results - page 126 / 392 » Learning the Relative Importance of Features in Image Data |
142
Voted
ICML
2009
IEEE
16 years 4 months ago
2009
IEEE
Multi-task learning (MTL) aims to improve generalization performance by learning multiple related tasks simultaneously. In this paper, we consider the problem of learning shared s...
141
Voted
NAACL
2010
15 years 1 months ago
2010
Taxonomies are an important resource for a variety of Natural Language Processing (NLP) applications. Despite this, the current stateof-the-art methods in taxonomy learning have d...
122
Voted
CIVR
2003
Springer
15 years 9 months ago
2003
Springer
Feature selection for video retrieval applications is impractical with existing techniques, because of their high time complexity and their failure on the relatively sparse trainin...
146
Voted
ICPR
2010
IEEE
15 years 3 months ago
2010
IEEE
—This paper presents a method to find salient image points in images with regular patterns based on deviations from the overall manifold structure. The two main contributions ar...
137
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PR
2007
15 years 3 months ago
2007
Face recognition is a challenging task in computer vision and pattern recognition. It is well-known that obtaining a low-dimensional feature representation with enhanced discrimin...