7 search results - page 2 / 2 » Deterministic Latent Variable Models and Their Pitfalls |
CVIU
2007
13 years 4 months ago
2007
A Bayesian framework is proposed for stereo vision where solutions to both the model parameters and the disparity map are posed in terms of predictions of latent variables, given ...
ICML
2010
IEEE
13 years 5 months ago
2010
IEEE
This paper proposes a multiple instance learning (MIL) algorithm for Gaussian processes (GP). The GP-MIL model inherits two crucial benefits from GP: (i) a principle manner of lea...