Hand-held camera · Visual modeling (2006)
Ashutosh Saxena, Sung H. Chung, Andrew Y. Ng, A. Saxena, S. H. Chung, A. Y. Ng, ...
Abstract We consider the task of 3-d depth estimation from a single still image. We take a supervised learning approach to this problem, in which we begin by collecting a training set of monocular...
Fast Gaussian Process Regression using KD-Trees (2005)
Shen, Y., Ng, A.Y., Seeger, M.
The computation required for Gaussian process regression with $n$ training examples is about $O(n^3)$ during training and $O(n)$ for each prediction. This makes Gaussian process regression too slow...
D. M. Blei, A. Y. Ng, M. I. Jordan, Latent Dirichlet, T. Dietterich, ...
[4] G. Hinton and R.S. Zemel. Autoencoders, minimum description length, and Helmholtz free energy. In G. Tesauro
D. M. Blei, A. Y. Ng, M. I. Jordan, Latent Dirichlet, T. Dietterich, ...
[4] G. Hinton and R.S. Zemel. Autoencoders, minimum description length, and Helmholtz free energy. In G. Tesauro