| Predictive markers for AD in a multi-modality framework: an analysis of MCI progression in the ADNI population C Hinrichs, V Singh, G Xu, SC Johnson, ... Neuroimage 55 (2), 574-589, 2011 | 425 | 2011 |
| An efficient algorithm for co-segmentation DS Hochbaum, V Singh Computer Vision, 2009 IEEE 12th International Conference on, 269-276, 2009 | 304 | 2009 |
| Half-integrality based algorithms for cosegmentation of images L Mukherjee, V Singh, CR Dyer Computer Vision and Pattern Recognition, 2009. CVPR 2009. IEEE Conference on …, 2009 | 218 | 2009 |
| Spatially augmented LPboosting for AD classification with evaluations on the ADNI dataset C Hinrichs, V Singh, L Mukherjee, G Xu, MK Chung, SC Johnson, ... Neuroimage 48 (1), 138-149, 2009 | 213 | 2009 |
| Gaze-enabled egocentric video summarization via constrained submodular maximization J Xu, L Mukherjee, Y Li, J Warner, JM Rehg, V Singh Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015 | 182 | 2015 |
| Solving the multi-way matching problem by permutation synchronization D Pachauri, R Kondor, V Singh Advances in neural information processing systems 26, 2013 | 165 | 2013 |
| Scale Invariant cosegmentation for image groups L Mukherjee, V Singh, J Peng Computer Vision and Pattern Recognition (CVPR), 2011 IEEE Conference on …, 2011 | 141 | 2011 |
| Controlling UAVs with sensor input spoofing attacks D Davidson, H Wu, R Jellinek, T Ristenpart, C Tech, V Singh Proceedings of the 10th USENIX Conference on Offensive Technologies, 221-231, 2016 | 125 | 2016 |
| Random Walks based Multi-Image Segmentation: Quasiconvexity Results and GPU-based Solutions MD Collins, J Xu, L Grady, V Singh Computer Vision and Pattern Recognition (CVPR), 2012 IEEE Conference on …, 2012 | 122 | 2012 |
| Gosus: Grassmannian online subspace updates with structured-sparsity J Xu, VK Ithapu, L Mukherjee, JM Rehg, V Singh Proceedings of the IEEE International Conference on Computer Vision, 3376-3383, 2013 | 118 | 2013 |
| Topology-based kernels with application to inference problems in Alzheimer's disease D Pachauri, C Hinrichs, MK Chung, SC Johnson, V Singh IEEE transactions on medical imaging 30 (10), 1760-1770, 2011 | 101 | 2011 |
| MKL for robust multi-modality AD classification C Hinrichs, V Singh, G Xu, S Johnson International Conference on Medical Image Computing and Computer-Assisted …, 2009 | 84 | 2009 |
| Nyströmformer: A Nyström-based Algorithm for Approximating Self-Attention Y Xiong, Z Zeng, R Chakraborty, M Tan, G Fung, Y Li, V Singh Proceedings of the AAAI Conference on Artificial Intelligence 35, 2021 | 79 | 2021 |
| Extracting and summarizing white matter hyperintensities using supervised segmentation methods in Alzheimer's disease risk and aging studies V Ithapu, V Singh, C Lindner, BP Austin, C Hinrichs, CM Carlsson, ... Human brain mapping 35 (8), 4219-4235, 2014 | 78 | 2014 |
| Ensemble clustering using semidefinite programming with applications V Singh, L Mukherjee, J Peng, J Xu Machine learning 79 (1), 177-200, 2010 | 73 | 2010 |
| Characterizing functional connectivity differences in aging adults using machine learning on resting state fMRI data S Vergun, A Deshpande, TB Meier, J Song, DL Tudorascu, VA Nair, ... Frontiers in computational neuroscience 7, 38, 2013 | 71 | 2013 |
| Imaging-based enrichment criteria using deep learning algorithms for efficient clinical trials in mild cognitive impairment VK Ithapu, V Singh, OC Okonkwo, RJ Chappell, NM Dowling, SC Johnson, ... Alzheimer's & Dementia 11 (12), 1489-1499, 2015 | 55 | 2015 |
| Tensorize, factorize and regularize: Robust visual relationship learning SJ Hwang, SN Ravi, Z Tao, HJ Kim, MD Collins, V Singh Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018 | 53 | 2018 |
| Multivariate general linear models (MGLM) on Riemannian manifolds with applications to statistical analysis of diffusion weighted images H Kim, N Adluru, M Collins, M Chung, B Bendlin, S Johnson, R Davidson, ... Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2014 | 52 | 2014 |
| Wavelet based multi-scale shape features on arbitrary surfaces for cortical thickness discrimination WH Kim, D Pachauri, C Hatt, MK Chung, S Johnson, V Singh Advances in Neural Information Processing Systems, 1241-1249, 2012 | 50 | 2012 |
Sterling C. JohnsonProfessor, University of Wisconsin-MadisonVerified email at medicine.wisc.edu
