Sathya N. Ravi
Sathya N. Ravi
Assistant Professor Of Computer Science at University of Illinois at Chicago
Verified email at uic.edu - Homepage
Title
Cited by
Cited by
Year
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
342012
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
322018
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
25*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
14*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
142015
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
132016
A deterministic nonsmooth frank wolfe algorithm with coreset guarantees
SN Ravi, MD Collins, V Singh
Informs Journal on Optimization 1 (2), 120-142, 2019
112019
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
92016
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
52019
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
52017
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
52015
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
32016
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
22020
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
22018
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
22015
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
12020
Robust blind deconvolution via mirror descent
SN Ravi, R Mehta, V Singh
arXiv preprint arXiv:1803.08137, 2018
12018
Learning Invariant Representations using Inverse Contrastive Loss
AK Akash, VS Lokhande, SN Ravi, V Singh
arXiv preprint arXiv:2102.08343, 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
Training System for Artificial Neural Networks Having a Global Weight Constrainer
SN Ravi, TQ Dinh, VSRS Lokhande, V Singh
US Patent App. 16/186,121, 2020
2020
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Articles 1–20