39 citations · 55 across the 3 of their papers we have counts for
3 papers
cs.CV2021
Manifold Matching via Deep Metric Learning for Generative Modeling
Mengyu Dai, Haibin Hang
We propose a manifold matching approach to generative models which includes a distribution generator (or data generator) and a metric generator. In our framework, we view the real…
cs.CV2019★ 39 cited
Analyzing Dynamical Brain Functional Connectivity As Trajectories on Space of Covariance Matrices
Mengyu Dai, Zhengwu Zhang, Anuj Srivastava
Human brain functional connectivity (FC) is often measured as the similarity of functional MRI responses across brain regions when a brain is either resting or performing a task. T…
q-bio.NC2019★ 16 cited
Discovering Common Change-Point Patterns in Functional Connectivity Across Subjects
Mengyu Dai, Zhengwu Zhang, Anuj Srivastava
This paper studies change-points in human brain functional connectivity (FC) and seeks patterns that are common across multiple subjects under identical external stimulus. FC relat…