121 citations · 206 across the 11 of their papers we have counts for
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math.NA2018
Enhanced image approximation using shifted rank-1 reconstruction
Florian Boßmann, Jianwei Ma
Low rank approximation has been extensively studied in the past. It is most suitable to reproduce rectangular like structures in the data. In this work we introduce a generalizatio…
physics.geo-ph2018
Deep learning for denoising
Siwei Yu, Jianwei Ma, Wenlong Wang
Compared with traditional seismic noise attenuation algorithms that depend on signal models and their corresponding prior assumptions, removing noise with a deep neural network is…
cs.CV2018
Hartley Spectral Pooling for Deep Learning
Hao Zhang, Jianwei Ma
In most convolution neural networks (CNNs), downsampling hidden layers is adopted for increasing computation efficiency and the receptive field size. Such operation is commonly so-…