7 citations · 18 across the 7 of their papers we have counts for
Showing 2022Show all
3 papers · 1 filter
cs.AI2022★ 1 cited
Semi-supervised Learning with Deterministic Labeling and Large Margin Projection
Ji Xu, Gang Ren, Yao Xiao +2
The centrality and diversity of the labeled data are very influential to the performance of semi-supervised learning (SSL), but most SSL models select the labeled data randomly. Th…
cs.CV2022★ 6 cited
Sequential image recovery using joint hierarchical Bayesian learning
Yao Xiao, Jan Glaubitz
Recovering temporal image sequences (videos) based on indirect, noisy, or incomplete data is an essential yet challenging task. We specifically consider the case where each data se…
math.NA2022★ 7 cited
Sequential image recovery from noisy and under-sampled Fourier data
Yao Xiao, Jan Glaubitz, Anne Gelb +1
A new algorithm is developed to jointly recover a temporal sequence of images from noisy and under-sampled Fourier data. Specifically, we consider the case where each data set is m…