Joining datasets via data augmentation in the label space for neural networks

       Jake Zhao (Junbo) * 1 Mingfeng Ou * 2 3 Linji Xue 2 Yunkai Cui 2 Sai Wu 1 Gang Chen 1

             Abstract                 Instead, its versatility can be substantially enhanced by a
   Most, if not all, modern deep learning systems        novel framework of dataset joining.
   restrict themselves to a single dataset for neural      In real world applications, we often have the choice
   network training and  ...