120 citations · 570 across the 46 of their papers we have counts for
Showing 2016Show all
3 papers · 1 filter
cs.CV2016
Automatic Visual Theme Discovery from Joint Image and Text Corpora
Ke Sun, Xianxu Hou, Qian Zhang +1
A popular approach to semantic image understanding is to manually tag images with keywords and then learn a mapping from vi- sual features to keywords. Manually tagging images is a…
cs.CV2016
Object Specific Deep Learning Feature and Its Application to Face Detection
Xianxu Hou, Ke Sun, Linlin Shen +1
We present a method for discovering and exploiting object specific deep learning features and use face detection as a case study. Motivated by the observation that certain convolut…
cs.LG2016
Random Forest for Label Ranking
Yangming Zhou, Guoping Qiu
Label ranking aims to learn a mapping from instances to rankings over a finite number of predefined labels. Random forest is a powerful and one of the most successful general-purpo…