825 search results - page 43 / 165 » Learning Parts-Based Representations of Data |
158
click to vote
ACL
2012
13 years 6 months ago
2012
We argue that multilingual parallel data provides a valuable source of indirect supervision for induction of shallow semantic representations. Specifically, we consider unsupervi...
139
click to vote
NN
2008
Springer
15 years 4 months ago
2008
Springer
We organized a challenge for IJCNN 2007 to assess the added value of prior domain knowledge in machine learning. Most commercial data mining programs accept data pre-formatted in ...
132
click to vote
ITCC
2005
IEEE
15 years 9 months ago
2005
IEEE
We propose a novel, computationally efficient generative topographic model for inferring low dimensional representations of high dimensional data sets, designed to exploit data s...
134
click to vote
CVPR
2010
IEEE
15 years 4 months ago
2010
IEEE
Object detection remains an important but challenging task in computer vision. We present a method that combines high accuracy with high efficiency. We adopt simplified forms of...
149
click to vote
CORR
2010
Springer
15 years 4 months ago
2010
Springer
Signal modeling lies at the core of numerous signal and image processing applications. A recent approach that has drawn considerable attention is sparse representation modeling, in...