12 citations · 23 across the 3 of their papers we have counts for
3 papers
Multiscale Score Matching for Out-of-Distribution Detection
Ahsan Mahmood, Junier Oliva, Martin Styner
We present a new methodology for detecting out-of-distribution (OOD) images by utilizing norms of the score estimates at multiple noise scales. A score is defined to be the gradien…
Varying coefficient model for modeling diffusion tensors along white matter tracts
Ying Yuan, Hongtu Zhu, Martin Styner +2
Diffusion tensor imaging provides important information on tissue structure and orientation of fiber tracts in brain white matter in vivo. It results in diffusion tensors, which ar…
Kronecker product linear exponent AR(1) correlation structures and separability tests for multivariate repeated measures
Sean L. Simpson, Lloyd J. Edwards, Martin A. Styner +1
Longitudinal imaging studies have moved to the forefront of medical research due to their ability to characterize spatio-temporal features of biological structures across the lifes…