40 citations · 61 across the 12 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
cs.LG2021★ 40 cited
Efficient Tensor Robust PCA under Hybrid Model of Tucker and Tensor Train
Yuning Qiu, Guoxu Zhou, Zhenhao Huang +2
Tensor robust principal component analysis (TRPCA) is a fundamental model in machine learning and computer vision. Recently, tensor train (TT) decomposition has been verified effec…
cs.LG2021★ 3 cited
Toward Understanding Convolutional Neural Networks from Volterra Convolution Perspective
Tenghui Li, Guoxu Zhou, Yuning Qiu +1
We make an attempt to understanding convolutional neural network by exploring the relationship between (deep) convolutional neural networks and Volterra convolutions. We propose a…