Swami Sankaranarayanan
Swami Sankaranarayanan
Postdoctoral Associate, CSAIL, MIT
Verified email at mit.edu - Homepage
Title
Cited by
Cited by
Year
Generate To Adapt: Aligning Domains using Generative Adversarial Networks
S Sankaranarayanan, Y Balaji, CD Castillo, R Chellappa
Computer Vision and Pattern Recognition (CVPR) 2018, 2018
3022018
An all-in-one convolutional neural network for face analysis
R Ranjan, S Sankaranarayanan, CD Castillo, R Chellappa
Automatic Face & Gesture Recognition (FG 2017), 2017 12th IEEE International …, 2017
2902017
Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation
S Sankaranarayanan, Y Balaji, A Jain, SN Lim, R Chellappa
Computer Vision and Pattern Recognition (CVPR) 2018, 2018
217*2018
Triplet probabilistic embedding for face verification and clustering
S Sankaranarayanan, A Alavi, CD Castillo, R Chellappa
Biometrics Theory, Applications and Systems (BTAS), 2016 IEEE 8th …, 2016
1742016
Face recognition accuracy of forensic examiners, superrecognizers, and face recognition algorithms
PJ Phillips, AN Yates, Y Hu, CA Hahn, E Noyes, K Jackson, JG Cavazos, ...
Proceedings of the National Academy of Sciences (PNAS), 201721355, 2018
1332018
Deep Learning for Understanding Faces: Machines May Be Just as Good, or Better, than Humans
R Ranjan, S Sankaranarayanan, A Bansal, N Bodla, JC Chen, VM Patel, ...
IEEE Signal Processing Magazine 35 (1), 66-83, 2018
1072018
MetaReg: Towards Domain Generalization using Meta-Regularization
Y Balaji, S Sankaranarayanan, R Chellappa
Advances in Neural Information Processing Systems (NeurIPS), 1004-1014, 2018
1002018
Triplet similarity embedding for face verification
S Sankaranarayanan, A Alavi, R Chellappa
arXiv preprint arXiv:1602.03418, 2016
572016
Unconstrained Still/Video-Based Face Verification with Deep Convolutional Neural Networks
JC Chen, R Ranjan, S Sankaranarayanan, A Kumar, CH Chen, VM Patel, ...
International Journal of Computer Vision, 1-20, 2017
412017
Regularizing deep networks using efficient layerwise adversarial training
S Sankaranarayanan, A Jain, R Chellappa, SN Lim
Association for Advancement of Artificial Intelligence (AAAI) 2018, 2018
392018
Learning From Noisy Labels By Regularized Estimation Of Annotator Confusion
R Tanno, A Saeedi, S Sankaranarayanan, DC Alexander, N Silberman
Computer Vision and Pattern Recognition (CVPR) 2019, 2019
302019
Unconstrained face verification using fisher vectors computed from frontalized faces
JC Chen, S Sankaranarayanan, VM Patel, R Chellappa
Biometrics Theory, Applications and Systems (BTAS), 2015 IEEE 7th …, 2015
232015
IMAGE ANALYSIS NEURAL NETWORK SYSTEMS
KT Arpit Jain, Swaminathan Sankaranarayanan, David Scott Diwinsky, Ser Nam Lim
US Patent US 2018 / 0253866 A1, 2018
13*2018
Towards the design of an end-to-end automated system for image and video-based recognition
R Chellappa, JC Chen, R Ranjan, S Sankaranarayanan, A Kumar, ...
Information Theory and Applications Workshop (ITA), 2016, 1-7, 2016
132016
Deep Convolutional Neural Network Features and the Original Image
CJ Parde, C Castillo, MQ Hill, YI Colon, S Sankaranarayanan, JC Chen, ...
arXiv preprint arXiv:1611.01751, 2016
112016
Guided Perturbations: Self Corrective Behavior in Convolutional Neural Networks
S Sankaranarayanan, A Jain, NY Niskayuna, SN Lim
International Conference in Computer Vision (ICCV 2017), 2017
22017
Qualitative evaluation of detection and tracking performance
S Sankaranarayanan, F Bremond, D Tax
Advanced Video and Signal-Based Surveillance (AVSS), 2012 IEEE Ninth …, 2012
22012
Discrepancy Ratio: Evaluating Model Performance When Even Experts Disagree on the Truth
I Lovchinsky, A Daks, I Malkin, P Samangouei, A Saeedi, Y Liu, ...
International Conference on Learning Representations, 2019
2019
NEURAL NETWORK FEATURE RECOGNITION SYSTEM
AJ Ser Nam Lim, David Scott Diwinsky, Wei Wang, Swaminathan Sankaranarayanan ...
US Patent US 2018 / 0342069 A1, 2018
2018
Social Networks: Analyzing Social Information in Deep Convolutional Neural Networks Trained for Face Identification
C Parde, Y Hu, C Castillo, S Sankaranarayanan, A O'Toole
Journal of Vision 18 (10), 1342-1342, 2018
2018
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Articles 1–20