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Lin Kong

2 accepted papers

2022

HNO: High-Order Numerical Architecture for ODE-Inspired Deep Unfolding Networks

AAAI 2022technical

Recently, deep unfolding networks (DUNs) based on optimization algorithms have received increasing attention, and their high efficiency has been confirmed by many experimental and theoretical results. Since this type of networks combines model-based traditional optimization algorithms, they have hi…

Cited by 0SourcePDFScholar
2021

Learned Extragradient ISTA with Interpretable Residual Structures for Sparse Coding

AAAI 2021technical

Recently, the study on learned iterative shrinkage thresholding algorithm (LISTA) has attracted increasing attentions. A large number of experiments as well as some theories have proved the high efficiency of LISTA for solving sparse coding problems. However, existing LISTA methods are all serial co…

Cited by 12SourcePDFScholar