| Deep learning for medical image analysis K Zhou, H Greenspan, D Shen Academic Press, 2017 | 237 | 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 | 124 | 2013 |
| 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 | 103* | 2020 |
| 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 | 78 | 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 | 58 | 2015 |
| Ego4d: Around the world in 3,000 hours of egocentric video K Grauman, A Westbury, E Byrne, Z Chavis, A Furnari, R Girdhar, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 45 | 2022 |
| 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 | 34 | 2016 |
| A Sequential Self Teaching Approach for Improving Generalization in Sound Event Recognition A Kumar, VK Ithapu International Conference on Machine Learning (ICML), 2020 | 24 | 2020 |
| SeCoST: Sequential Co-Supervision for Weakly Labeled Audio Event Detection A Kumar, VK Ithapu IEEE International Conference on Acoustics, Speech, and Signal Processing …, 2020 | 15* | 2020 |
| Hypothesis testing in unsupervised domain adaptation with applications in alzheimer's disease H Zhou, VK Ithapu, SN Ravi, V Singh, G Wahba, SC Johnson Advances in neural information processing systems 29, 2016 | 14 | 2016 |
| 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 |
| Audio-visual floorplan reconstruction S Purushwalkam, SVA Gari, VK Ithapu, C Schissler, P Robinson, A Gupta, ... Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 13 | 2021 |
| 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 | 13 | 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 | 12 | 2016 |
| Easycom: An augmented reality dataset to support algorithms for easy communication in noisy environments J Donley, V Tourbabin, JS Lee, M Broyles, H Jiang, J Shen, M Pantic, ... arXiv preprint arXiv:2107.04174, 2021 | 11 | 2021 |
| 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 | 11 | 2017 |
| The Incremental Multiresolution Matrix Factorization Algorithm VK Ithapu, R Kondor, SC Johnson, V Singh Computer Vision and Pattern Recognition (CVPR), 2017 | 9 | 2017 |
| Filtered Noise Shaping for Time Domain Room Impulse Response Estimation From Reverberant Speech CJ Steinmetz, VK Ithapu, P Calamia IEEE Workshop on Applications of Signal Processing to Audio and Acoustics …, 2021 | 8 | 2021 |
| 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 | 8 | 2017 |
| Medical Imaging System Providing Disease Prognosis VK Ithapu, V Singh, SC Johnson, OC Okonkwo US Patent App. 14/848,903, 2015 | 7 | 2015 |
Vikas SinghUniversity of Wisconsin MadisonVerified email at biostat.wisc.edu
