890 search results - page 70 / 178 » Learning a Generative Model for Structural Representations |
149
click to vote
ICCV
2005
IEEE
16 years 4 months ago
2005
IEEE
In this paper, we present a two-layer generative model that incorporates generic middle-level visual knowledge for dense stereo reconstruction. The visual knowledge is represented...
104
click to vote
UAI
2003
15 years 3 months ago
2003
In this paper, we provide new complexity results for algorithms that learn discrete-variable Bayesian networks from data. Our results apply whenever the learning algorithm uses a ...
126
click to vote
JMLR
2006
15 years 2 months ago
2006
We study the computational and sample complexity of parameter and structure learning in graphical models. Our main result shows that the class of factor graphs with bounded degree...
118
Voted
CODES
2006
IEEE
15 years 8 months ago
2006
IEEE
Designer productivity and design predictability are vital factors for successful embedded system design. Shrinking time-to-market and increasing complexity of these systems requir...
132
click to vote
RECOMB
2003
Springer
16 years 2 months ago
2003
Springer
The availability of whole genome sequences and high-throughput genomic assays opens the door for in silico analysis of transcription regulation. This includes methods for discover...