Search Results for author: Zhiyang Zhang

Found 1 papers, 0 papers with code

Towards Understanding Residual and Dilated Dense Neural Networks via Convolutional Sparse Coding

no code implementations5 Dec 2019 Zhiyang Zhang, Shihua Zhang

Inspired by these considerations, we propose two novel multi-layer models--residual convolutional sparse coding model (Res-CSC) and mixed-scale dense convolutional sparse coding model (MSD-CSC), which have close relationship with the residual neural network (ResNet) and mixed-scale (dilated) dense neural network (MSDNet), respectively.

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