| Deep learning for medical image analysis SK Zhou, H Greenspan, D Shen Academic Press, 2017 | 177 | 2017 |
| 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 | 109 | 2013 |
| Extracting and summarizing white matter hyperintensities using supervised segmentation methods in Alzheimer's disease risk and aging studies VK Ithapu, V Singh, C Lindner, BP Austin, C Hinrichs, CM Carlsson, ... Human brain mapping 35 (8), 4219-4235, 2014 | 71 | 2014 |
| 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 | 47 | 2015 |
| Relative vascular permeability and vascularity across different regions of the rat nasal mucosa: implications for nasal physiology and drug delivery NN Kumar, M Gautam, JJ Lochhead, DJ Wolak, V Ithapu, V Singh, ... Scientific reports 6 (1), 1-14, 2016 | 23 | 2016 |
| SoundSpaces: Audio-Visual Navigation in 3D Environments C Chen, U Jain, C Schissler, SV Amengual Gari, Z Al-Halah, VK Ithapu, ... European Conference on Computer Vision (ECCV), 2020 | 15* | 2020 |
| An NMF perspective on binary hashing L Mukherjee, SN Ravi, VK Ithapu, T Holmes, V Singh Proceedings of the IEEE International Conference on Computer Vision, 4184-4192, 2015 | 14 | 2015 |
| Hypothesis testing in unsupervised domain adaptation with applications in Alzheimer’s disease HH Zhou, SN Ravi, VK Ithapu, SC Johnson, G Wahba, V Singh Advances in neural information processing systems 29, 2496, 2016 | 13 | 2016 |
| SeCoST: Sequential Co-Supervision for Weakly Labeled Audio Event Detection A Kumar, VK Ithapu IEEE International Conference on Acoustics, Speech, and Signal Processing …, 2020 | 11* | 2020 |
| On architectural choices in deep learning: From network structure to gradient convergence and parameter estimation VK Ithapu, SN Ravi, V Singh arXiv preprint arXiv:1702.08670, 2017 | 11 | 2017 |
| Experimental Design on a Budget for Sparse Linear Models and Applications SN Ravi, VK Ithapu, SC Johnson, V Singh Proceedings of The 33rd International Conference on Machine Learning, 583-592, 2016 | 9 | 2016 |
| Randomized denoising autoencoders for smaller and efficient imaging based AD clinical trials VK Ithapu, V Singh, O Okonkwo, SC Johnson International Conference on Medical Image Computing and Computer-Assisted …, 2014 | 8 | 2014 |
| Decoding the Deep: Exploring class hierarchies of deep representations using multiresolution matrix factorization VK Ithapu Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017 | 7 | 2017 |
| When can Multi-Site Datasets be Pooled for Regression? Hypothesis Tests, -consistency and Neuroscience Applications HH Zhou, Y Zhang, VK Ithapu, SC Johnson, G Wahba, V Singh International Conference on Machine Learning, 2017 | 6 | 2017 |
| The Incremental Multiresolution Matrix Factorization Algorithm VK Ithapu, R Kondor, SC Johnson, V Singh Computer Vision and Pattern Recognition (CVPR), 2017 | 6 | 2017 |
| Speeding up permutation testing in neuroimaging C Hinrichs, VK Ithapu, Q Sun, SC Johnson, V Singh Advances in neural information processing systems, 890-898, 2013 | 6 | 2013 |
| A projection free method for generalized eigenvalue problem with a nonsmooth regularizer SJ Hwang, MD Collins, SN Ravi, VK Ithapu, N Adluru, SC Johnson, ... Proceedings of the IEEE International Conference on Computer Vision, 1841-1849, 2015 | 5 | 2015 |
| Accelerating permutation testing in voxel-wise analysis through subspace tracking: A new plugin for SnPM F Gutierrez-Barragan, VK Ithapu, C Hinrichs, C Maumet, SC Johnson, ... Neuroimage 159, 79-98, 2017 | 4 | 2017 |
| Medical Imaging System Providing Disease Prognosis VK Ithapu, V Singh, SC Johnson, OC Okonkwo US Patent App. 14/848,903, 2015 | 4 | 2015 |
| Hybrid diversity strategy using MIMO radar for target tracking VK Ithapu, AK Mishra 2009 Applied Electromagnetics Conference (AEMC), 1-4, 2009 | 4 | 2009 |
Vikas SinghUniversity of Wisconsin MadisonVerified email at biostat.wisc.edu
