33 citations · 72 across the 11 of their papers we have counts for
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cs.LG2018
DropFilter: A Novel Regularization Method for Learning Convolutional Neural Networks
Hengyue Pan, Hui Jiang, Xin Niu +1
The past few years have witnessed the fast development of different regularization methods for deep learning models such as fully-connected deep neural networks (DNNs) and Convolut…
cs.CV2018
Learning Generic Diffusion Processes for Image Restoration
Peng Qiao, Yong Dou, Yunjin Chen +1
Image restoration problems are typical ill-posed problems where the regularization term plays an important role. The regularization term learned via generative approaches is easy t…