10 citations · 23 across the 3 of their papers we have counts for
3 papers
cs.LG2019★ 6 cited
Exact Recovery of Tensor Robust Principal Component Analysis under Linear Transforms
Canyi Lu, Pan Zhou
This work studies the Tensor Robust Principal Component Analysis (TRPCA) problem, which aims to exactly recover the low-rank and sparse components from their sum. Our model is moti…
cs.CV2019★ 10 cited
MHP-VOS: Multiple Hypotheses Propagation for Video Object Segmentation
Shuangjie Xu, Daizong Liu, Linchao Bao +2
We address the problem of semi-supervised video object segmentation (VOS), where the masks of objects of interests are given in the first frame of an input video. To deal with chal…
math.OC2019★ 7 cited
A Stochastic Trust Region Method for Non-convex Minimization
Zebang Shen, Pan Zhou, Cong Fang +1
We target the problem of finding a local minimum in non-convex finite-sum minimization. Towards this goal, we first prove that the trust region method with inexact gradient and Hes…