| 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 | 39 | 2018 |
| Fuzzy assessment of FMEA for rotary switches: a case study S Vinodh, S Aravindraj, SN Ravi, N Yogeshwaran The TQM Journal 24 (5), 461-475, 2012 | 36 | 2012 |
| Explicitly imposing constraints in deep networks via conditional gradients gives improved generalization and faster convergence SN Ravi, T Dinh, VS Lokhande, V Singh Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 4772-4779, 2019 | 28* | 2019 |
| 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 | 15* | 2017 |
| 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 H Zhou, VK Ithapu, SN Ravi, V Singh, G Wahba, SC Johnson Advances in Neural Information Processing Systems, 2496-2504, 2016 | 13 | 2016 |
| A deterministic nonsmooth frank wolfe algorithm with coreset guarantees SN Ravi, MD Collins, V Singh Informs Journal on Optimization 1 (2), 120-142, 2019 | 11 | 2019 |
| 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 | 10 | 2016 |
| Generating accurate pseudo-labels in semi-supervised learning and avoiding overconfident predictions via Hermite polynomial activations VS Lokhande, S Tasneeyapant, A Venkatesh, SN Ravi, V Singh Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 6 | 2020 |
| 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 | 6 | 2015 |
| Adaptive activation thresholding: Dynamic routing type behavior for interpretability in convolutional neural networks Y Sun, SN Ravi, V Singh Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019 | 5 | 2019 |
| Filter Flow made Practical: Massively Parallel and Lock-Free SN Ravi, Y Xiong, L Mukherjee, V Singh The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp …, 2017 | 5 | 2017 |
| Coupled harmonic bases for longitudinal characterization of brain networks S Jae Hwang, N Adluru, MD Collins, SN Ravi, BB Bendlin, SC Johnson, ... Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016 | 4 | 2016 |
| FairALM: Augmented Lagrangian Method for Training Fair Models with Little Regret VS Lokhande, AK Akash, SN Ravi, V Singh European Conference on Computer Vision, 365-381, 2020 | 2 | 2020 |
| P2‐068: DATA‐DRIVEN PROPAGATION MODELING OF PET‐DERIVED ALZHEIMER'S PATHOLOGY IN A PRECLINICAL COHORT SJ Hwang, S Ravi, N Adluru, BB Bendlin, SC Johnson, V Singh Alzheimer's & Dementia 14 (7S_Part_12), P692-P693, 2018 | 2 | 2018 |
| On statistical analysis of neuroimages with imperfect registration WH Kim, SN Ravi, SC Johnson, OC Okonkwo, V Singh Proceedings of the IEEE international conference on computer vision, 666-674, 2015 | 2 | 2015 |
| Robust blind deconvolution via mirror descent SN Ravi, R Mehta, V Singh arXiv preprint arXiv:1803.08137, 2018 | 1 | 2018 |
| A Biresolution Spectral Framework for Product Quantization L Mukherjee, SN Ravi, J Peng, V Singh Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018 | 1 | 2018 |
| Learning Invariant Representations using Inverse Contrastive Loss AK Akash, VS Lokhande, SN Ravi, V Singh Proceedings of the AAAI Conference on Artificial Intelligence 35, 2021 | | 2021 |
| Performing Group Difference Testing on Graph Structured Data from GANs: Analysis and Applications in Neuroimaging TQ Dinh, Y Xiong, Z Huang, T Vo, A Mishra, WH Kim, S Ravi, V Singh IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020 | | 2020 |
Vikas SinghUniversity of Wisconsin MadisonVerified email at biostat.wisc.edu
