Khoi Nguyen

Causal Mediation Analysis Leveraging Multiple Types of Summary Statistics Data

2019 · arXiv (Cornell University)

Summary statistics of genome-wide association studies (GWAS) teach causal relationship between millions of genetic markers and tens and thousands of phenotypes. However, underlying biological mechanisms are yet to be elucidated. We can achieve necessary interpretation …

iFS-RCNN: An Incremental Few-shot Instance Segmenter

2022 · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

This paper addresses incremental few-shot instance seg-mentation, where a few examples of new object classes ar-rive when access to training examples of old classes is not available anymore, and the goal is to perform well …