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
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
392018
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
362012
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
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
102016
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
62020
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
62015
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
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
42016
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
Robust blind deconvolution via mirror descent
SN Ravi, R Mehta, V Singh
arXiv preprint arXiv:1803.08137, 2018
12018
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
12018
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
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Articles 1–20