Vikas Singh
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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
4212011
An efficient algorithm for co-segmentation
DS Hochbaum, V Singh
Computer Vision, 2009 IEEE 12th International Conference on, 269-276, 2009
2992009
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
2152009
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
2082009
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
1722015
Solving the multi-way matching problem by permutation synchronization
D Pachauri, R Kondor, V Singh
Advances in neural information processing systems, 1860-1868, 2013
1662013
Scale Invariant cosegmentation for image groups
L Mukherjee, V Singh, J Peng
Computer Vision and Pattern Recognition (CVPR), 2011 IEEE Conference on …, 2011
1422011
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
1192012
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
1182016
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
1142013
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
1002011
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
822009
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
742014
Ensemble clustering using semidefinite programming with applications
V Singh, L Mukherjee, J Peng, J Xu
Machine learning 79 (1), 177-200, 2010
712010
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
692013
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
552015
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
502021
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
502018
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
502014
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
502012
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학술자료 1–20