270 search results - page 23 / 54 » Hierarchical Gaussian process latent variable models |
124
click to vote
ICASSP
2011
IEEE
14 years 7 months ago
2011
IEEE
We propose a new approach for automatic melody extraction from polyphonic audio, based on Probabilistic Latent Component Analysis (PLCA). An audio signal is first divided into vo...
133
click to vote
IJON
2010
15 years 2 months ago
2010
We present an EM-algorithm for the problem of learning preferences with Gaussian processes in the context of multi-task learning. We validate our approach on an audiological data ...
131
Voted
ICML
2006
IEEE
16 years 4 months ago
2006
IEEE
Ordinal regression has become an effective way of learning user preferences, but most of research only focuses on single regression problem. In this paper we introduce collaborati...
129
click to vote
SIGIR
2003
ACM
15 years 9 months ago
2003
ACM
We consider the problem of modeling annotated data—data with multiple types where the instance of one type (such as a caption) serves as a description of the other type (such as...
199
click to vote
CVPR
2012
IEEE
13 years 6 months ago
2012
IEEE
In this paper, we tackle the problem of understanding the temporal structure of complex events in highly varying videos obtained from the Internet. Towards this goal, we utilize a...