25 citations · 55 across the 5 of their papers we have counts for
3 papers
cs.CV2016★ 6 cited
Video Scene Parsing with Predictive Feature Learning
Xiaojie Jin, Xin Li, Huaxin Xiao +9
In this work, we address the challenging video scene parsing problem by developing effective representation learning methods given limited parsing annotations. In particular, we co…
cs.CV2016★ 23 cited
Peak-Piloted Deep Network for Facial Expression Recognition
Xiangyun Zhao, Xiaodan Liang, Luoqi Liu +4
Objective functions for training of deep networks for face-related recognition tasks, such as facial expression recognition (FER), usually consider each sample independently. In th…
cs.CV2014★ 25 cited
Computational Baby Learning
Xiaodan Liang, Si Liu, Yunchao Wei +3
Intuitive observations show that a baby may inherently possess the capability of recognizing a new visual concept (e.g., chair, dog) by learning from only very few positive instanc…