2 citations · 2 across the 3 of their papers we have counts for
3 papers
stat.ME2025
BLAST: Bayesian online change-point detection with structured image data
Xiaojun Zheng, Simon Mak
The prompt online detection of abrupt changes in image data is essential for timely decision-making in broad applications, from video surveillance to manufacturing quality control.…
cs.CV2023★ 2 cited
Point Cloud Pre-training with Diffusion Models
Xiao Zheng, Xiaoshui Huang, Guofeng Mei +5
Pre-training a model and then fine-tuning it on downstream tasks has demonstrated significant success in the 2D image and NLP domains. However, due to the unordered and non-uniform…
stat.ME2023
: Robust Principal Component Analysis for Exponential Family Distributions
Xiaojun Zheng, Simon Mak, Liyan Xie +1
Robust Principal Component Analysis (RPCA) is a widely used method for recovering low-rank structure from data matrices corrupted by significant and sparse outliers. These corrupti…