Efficient transfer feature learning and its applications on social media
Ming Shao · 2016
In the era of social media, more and more social characteristics are conveyed by multimedia, i.e., images, videos, audios, and webpages with rich media information. With the emergence and popularity of the Internet, collecting multimedia data cannot be much easier than today. However, tons of data available on-line are lack of organization and their tags or labels are sparse or loosely organized for certain problems we are interested in. The basic question is how to learn discriminant features or representations given very limited or poor training data for social media analytics.