2 papers
cs.CV2016
Deeply-Fused Nets
Jingdong Wang, Zhen Wei, Ting Zhang +1
In this paper, we present a novel deep learning approach, deeply-fused nets. The central idea of our approach is deep fusion, i.e., combine the intermediate representations of base…
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…