486 citations · 486 across the 1 of their papers we have counts for
2 papers
cs.CV2016
DisturbLabel: Regularizing CNN on the Loss Layer
Lingxi Xie, Jingdong Wang, Zhen Wei +2
During a long period of time we are combating over-fitting in the CNN training process with model regularization, including weight decay, model averaging, data augmentation, etc. I…
cs.CV2015★ 486 cited
Crowded Scene Analysis: A Survey
Teng Li, Huan Chang, Meng Wang +3
Automated scene analysis has been a topic of great interest in computer vision and cognitive science. Recently, with the growth of crowd phenomena in the real world, crowded scene…