Johnson, Sterling C.

17 publications

UAI 2019 Sampling-Free Uncertainty Estimation in Gated Recurrent Units with Applications to Normative Modeling in Neuroimaging Seong Jae Hwang, Ronak R. Mehta, Hyunwoo J. Kim, Sterling C. Johnson, Vikas Singh

CVPR 2017 Online Graph Completion: Multivariate Signal Recovery in Computer Vision Won Hwa Kim, Mona Jalal, Seongjae Hwang, Sterling C. Johnson, Vikas Singh

CVPR 2017 Riemannian Nonlinear Mixed Effects Models: Analyzing Longitudinal Deformations in Neuroimaging Hyunwoo J. Kim, Nagesh Adluru, Heemanshu Suri, Baba C. Vemuri, Sterling C. Johnson, Vikas Singh

CVPR 2017 The Incremental Multiresolution Matrix Factorization Algorithm Vamsi K. Ithapu, Risi Kondor, Sterling C. Johnson, Vikas Singh

ICML 2017 When Can Multi-Site Datasets Be Pooled for Regression? Hypothesis Tests, $\ell_2$-Consistency and Neuroscience Applications Hao Henry Zhou, Yilin Zhang, Vamsi K. Ithapu, Sterling C. Johnson, Grace Wahba, Vikas Singh

ECCV 2016 Abundant Inverse Regression Using Sufficient Reduction and Its Applications Hyunwoo J. Kim, Brandon M. Smith, Nagesh Adluru, Charles R. Dyer, Sterling C. Johnson, Vikas Singh

ECCV 2016 Adaptive Signal Recovery on Graphs via Harmonic Analysis for Experimental Design in Neuroimaging Won Hwa Kim, Seong Jae Hwang, Nagesh Adluru, Sterling C. Johnson, Vikas Singh

CVPR 2016 Coupled Harmonic Bases for Longitudinal Characterization of Brain Networks Seong Jae Hwang, Nagesh Adluru, Maxwell D. Collins, Sathya N. Ravi, Barbara B. Bendlin, Sterling C. Johnson, Vikas Singh

NeurIPS 2016 Hypothesis Testing in Unsupervised Domain Adaptation with Applications in Alzheimer's Disease Hao Zhou, Vamsi K Ithapu, Sathya Narayanan Ravi, Vikas Singh, Grace Wahba, Sterling C Johnson

ICCV 2015 A Projection Free Method for Generalized Eigenvalue Problem with a Nonsmooth Regularizer Seong Jae Hwang, Maxwell D. Collins, Sathya N. Ravi, Vamsi K. Ithapu, Nagesh Adluru, Sterling C. Johnson, Vikas Singh

ICCV 2015 On Statistical Analysis of Neuroimages with Imperfect Registration Won Hwa Kim, Sathya N. Ravi, Sterling C. Johnson, Ozioma C. Okonkwo, Vikas Singh

CVPR 2015 Statistical Inference Models for Image Datasets with Systematic Variations Won Hwa Kim, Barbara B. Bendlin, Moo K. Chung, Sterling C. Johnson, Vikas Singh

AAAI 2014 A Spatially Sensitive Kernel to Predict Cognitive Performance from Short-Term Changes in Neural Structure M. Hidayath Ansari, Michael H. Coen, Barbara B. Bendlin, Mark A. Sager, Sterling C. Johnson

ECCV 2014 Canonical Correlation Analysis on Riemannian Manifolds and Its Applications Hyunwoo J. Kim, Nagesh Adluru, Barbara B. Bendlin, Sterling C. Johnson, Baba C. Vemuri, Vikas Singh

CVPR 2014 Multivariate General Linear Models (MGLM) on Riemannian Manifolds with Applications to Statistical Analysis of Diffusion Weighted Images Hyunwoo J. Kim, Nagesh Adluru, Maxwell D. Collins, Moo K. Chung, Barbara B. Bendlin, Sterling C. Johnson, Richard J. Davidson, Vikas Singh

NeurIPS 2013 Speeding up Permutation Testing in Neuroimaging Chris Hinrichs, Vamsi K Ithapu, Qinyuan Sun, Sterling C Johnson, Vikas Singh

ICCV 2009 Label Set Perturbation for MRF Based Neuroimaging Segmentation Dylan Hower, Vikas Singh, Sterling C. Johnson