56 search results - page 1 / 12 » New Transfer Learning Techniques for Disparate Label Sets |
ICPR
2006
IEEE
13 years 12 months ago
2006
IEEE
A novel stereo matching algorithm is proposed that utilizes color segmentation on the reference image and a selfadapting matching score that maximizes the number of reliable corre...
EMMCVPR
1999
Springer
13 years 10 months ago
1999
Springer
Many tasks in computer vision involve assigning a label (such as disparity) to every pixel. These tasks can be formulated as energy minimization problems. In this paper, we conside...
PAMI
2012
11 years 8 months ago
2012
—Cross-domain learning methods have shown promising results by leveraging labeled patterns from the auxiliary domain to learn a robust classifier for the target domain which has ...
IJCAI
2007
13 years 7 months ago
2007
We present a reinforcement learning game player that can interact with a General Game Playing system and transfer knowledge learned in one game to expedite learning in many other ...
IDEAL
2009
Springer
14 years 11 days ago
2009
Springer
Abstract. Analysis of data without labels is commonly subject to scrutiny by unsupervised machine learning techniques. Such techniques provide more meaningful representations, usef...