Search Results for author: Long Feng

Found 3 papers, 1 papers with code

Deep Kronecker Network

no code implementations24 Oct 2022 Long Feng, Guang Yang

As such, we propose DKN, that is able to i) adapt to low sample size limitation, ii) provide desired model interpretation, and iii) achieve the prediction power as CNN.

regression

Sparse Kronecker Product Decomposition: A General Framework of Signal Region Detection in Image Regression

1 code implementation17 Oct 2022 Sanyou Wu, Long Feng

This paper aims to present the first Frequentist framework on signal region detection in high-resolution and high-order image regression problems.

regression

Projected Robust PCA with Application to Smooth Image Recovery

no code implementations21 Jul 2020 Long Feng, Junhui Wang

For image data related matrix recovery problems, approximate low-rankness and smoothness are the two most commonly imposed structures.

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