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ORCIDSwami Sankaranarayanan
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2020 – today
- 2024
[c18]Kimia Hamidieh, Haoran Zhang, Swami Sankaranarayanan, Marzyeh Ghassemi:
Views Can Be Deceiving: Improved SSL Through Feature Space Augmentation. ICLR 2024- [i17]Kimia Hamidieh, Haoran Zhang, Swami Sankaranarayanan, Marzyeh Ghassemi:
Views Can Be Deceiving: Improved SSL Through Feature Space Augmentation. CoRR abs/2406.18562 (2024) - 2023
- [c17]Elizabeth Bondi-Kelly
, Thomas Hartvigsen, Lindsay M. Sanneman, Swami Sankaranarayanan, Zach Harned, Grace Wickerson, Judy Wawira Gichoya, Lauren Oakden-Rayner, Leo Anthony Celi, Matthew P. Lungren, Julie A. Shah, Marzyeh Ghassemi:
Taking Off with AI: Lessons from Aviation for Healthcare. EAAMO 2023: 4:1-4:14 - [c16]Jerry Ngo, Swami Sankaranarayanan, Phillip Isola:
Is CLIP Fooled by Optical Illusions? Tiny Papers @ ICLR 2023 - [c15]Tom Hartvigsen, Swami Sankaranarayanan, Hamid Palangi, Yoon Kim, Marzyeh Ghassemi:
Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors. NeurIPS 2023 - 2022
- [c14]Swami Sankaranarayanan, Anastasios Angelopoulos, Stephen Bates, Yaniv Romano, Phillip Isola:
Semantic uncertainty intervals for disentangled latent spaces. NeurIPS 2022 - [i16]Hyojin Bahng, Ali Jahanian, Swami Sankaranarayanan, Phillip Isola:
Visual Prompting: Modifying Pixel Space to Adapt Pre-trained Models. CoRR abs/2203.17274 (2022) - [i15]Swami Sankaranarayanan, Anastasios N. Angelopoulos, Stephen Bates, Yaniv Romano, Phillip Isola:
Semantic uncertainty intervals for disentangled latent spaces. CoRR abs/2207.10074 (2022) - [i14]Thomas Hartvigsen, Swami Sankaranarayanan, Hamid Palangi, Yoon Kim, Marzyeh Ghassemi:
Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors. CoRR abs/2211.11031 (2022) - 2020
- [c13]Igor Lovchinsky, Alon Daks, Israel Malkin, Pouya Samangouei, Ardavan Saeedi, Yang Liu, Swami Sankaranarayanan, Tomer Gafner, Ben Sternlieb, Patrick Maher, Nathan Silberman:
Discrepancy Ratio: Evaluating Model Performance When Even Experts Disagree on the Truth. ICLR 2020
2010 – 2019
- 2019
- [j4]Connor J. Parde, Ying Hu, Carlos Domingo Castillo, Swami Sankaranarayanan, Alice J. O'Toole:
Social Trait Information in Deep Convolutional Neural Networks Trained for Face Identification. Cogn. Sci. 43(6) (2019) - [c12]Ryutaro Tanno, Ardavan Saeedi, Swami Sankaranarayanan, Daniel C. Alexander, Nathan Silberman:
Learning From Noisy Labels by Regularized Estimation of Annotator Confusion. CVPR 2019: 11244-11253 - [i13]Ryutaro Tanno, Ardavan Saeedi, Swami Sankaranarayanan, Daniel C. Alexander, Nathan Silberman:
Learning From Noisy Labels By Regularized Estimation Of Annotator Confusion. CoRR abs/1902.03680 (2019) - 2018
- [j3]Jun-Cheng Chen, Rajeev Ranjan, Swami Sankaranarayanan, Amit Kumar, Ching-Hui Chen, Vishal M. Patel, Carlos Domingo Castillo, Rama Chellappa:
Unconstrained Still/Video-Based Face Verification with Deep Convolutional Neural Networks. Int. J. Comput. Vis. 126(2-4): 272-291 (2018) - [j2]Wei-An Lin, Jun-Cheng Chen, Rajeev Ranjan, Ankan Bansal, Swami Sankaranarayanan, Carlos Domingo Castillo, Rama Chellappa:
Proximity-Aware Hierarchical Clustering of unconstrained faces. Image Vis. Comput. 77: 33-44 (2018) - [j1]Rajeev Ranjan, Swami Sankaranarayanan, Ankan Bansal, Navaneeth Bodla, Jun-Cheng Chen, Vishal M. Patel, Carlos Domingo Castillo, Rama Chellappa:
Deep Learning for Understanding Faces: Machines May Be Just as Good, or Better, than Humans. IEEE Signal Process. Mag. 35(1): 66-83 (2018) - [c11]Swami Sankaranarayanan, Arpit Jain, Rama Chellappa, Ser-Nam Lim:
Regularizing Deep Networks Using Efficient Layerwise Adversarial Training. AAAI 2018: 4008-4015 - [c10]Swami Sankaranarayanan, Yogesh Balaji, Arpit Jain, Ser Nam Lim, Rama Chellappa:
Learning From Synthetic Data: Addressing Domain Shift for Semantic Segmentation. CVPR 2018: 3752-3761 - [c9]Swami Sankaranarayanan, Yogesh Balaji, Carlos Domingo Castillo, Rama Chellappa:
Generate to Adapt: Aligning Domains Using Generative Adversarial Networks. CVPR 2018: 8503-8512 - [c8]Yogesh Balaji, Swami Sankaranarayanan, Rama Chellappa:
MetaReg: Towards Domain Generalization using Meta-Regularization. NeurIPS 2018: 1006-1016 - [i12]Rajeev Ranjan, Ankan Bansal, Hongyu Xu, Swami Sankaranarayanan, Jun-Cheng Chen, Carlos Domingo Castillo, Rama Chellappa:
Crystal Loss and Quality Pooling for Unconstrained Face Verification and Recognition. CoRR abs/1804.01159 (2018) - 2017
- [c7]Rajeev Ranjan, Swami Sankaranarayanan, Carlos Domingo Castillo, Rama Chellappa:
An All-In-One Convolutional Neural Network for Face Analysis. FG 2017: 17-24 - [c6]Connor J. Parde, Carlos Domingo Castillo, Matthew Q. Hill, Y. Ivette Colon, Swami Sankaranarayanan, Jun-Cheng Chen, Alice J. O'Toole:
Face and Image Representation in Deep CNN Features. FG 2017: 673-680 - [c5]Swami Sankaranarayanan, Arpit Jain, Ser Nam Lim:
Guided Perturbations: Self-Corrective Behavior in Convolutional Neural Networks. ICCV 2017: 3582-3590 - [i11]Swami Sankaranarayanan, Arpit Jain, Ser Nam Lim:
Guided Perturbations: Self Corrective Behavior in Convolutional Neural Networks. CoRR abs/1703.07928 (2017) - [i10]Swami Sankaranarayanan, Yogesh Balaji, Carlos Domingo Castillo, Rama Chellappa:
Generate To Adapt: Aligning Domains using Generative Adversarial Networks. CoRR abs/1704.01705 (2017) - [i9]Swami Sankaranarayanan, Arpit Jain, Rama Chellappa, Ser-Nam Lim:
Regularizing deep networks using efficient layerwise adversarial training. CoRR abs/1705.07819 (2017) - [i8]Swami Sankaranarayanan, Yogesh Balaji, Arpit Jain, Ser-Nam Lim, Rama Chellappa:
Unsupervised Domain Adaptation for Semantic Segmentation with GANs. CoRR abs/1711.06969 (2017) - [i7]Rajeev Ranjan, Swami Sankaranarayanan, Carlos Domingo Castillo, Rama Chellappa:
Improving Network Robustness against Adversarial Attacks with Compact Convolution. CoRR abs/1712.00699 (2017) - 2016
- [c4]Swami Sankaranarayanan, Azadeh Alavi, Carlos Domingo Castillo, Rama Chellappa:
Triplet probabilistic embedding for face verification and clustering. BTAS 2016: 1-8 - [c3]Rama Chellappa, Jun-Cheng Chen, Rajeev Ranjan, Swami Sankaranarayanan, Amit Kumar, Vishal M. Patel, Carlos Domingo Castillo:
Towards the design of an end-to-end automated system for image and video-based recognition. ITA 2016: 1-7 - [i6]Rama Chellappa, Jun-Cheng Chen, Rajeev Ranjan, Swami Sankaranarayanan, Amit Kumar, Vishal M. Patel, Carlos Domingo Castillo:
Towards the Design of an End-to-End Automated System for Image and Video-based Recognition. CoRR abs/1601.07883 (2016) - [i5]Swami Sankaranarayanan, Azadeh Alavi, Rama Chellappa:
Triplet Similarity Embedding for Face Verification. CoRR abs/1602.03418 (2016) - [i4]Swami Sankaranarayanan, Azadeh Alavi, Carlos Domingo Castillo, Rama Chellappa:
Triplet Probabilistic Embedding for Face Verification and Clustering. CoRR abs/1604.05417 (2016) - [i3]Jun-Cheng Chen, Rajeev Ranjan, Swami Sankaranarayanan, Amit Kumar, Ching-Hui Chen, Vishal M. Patel, Carlos Domingo Castillo, Rama Chellappa:
An End-to-End System for Unconstrained Face Verification with Deep Convolutional Neural Networks. CoRR abs/1605.02686 (2016) - [i2]Rajeev Ranjan, Swami Sankaranarayanan, Carlos Domingo Castillo, Rama Chellappa:
An All-In-One Convolutional Neural Network for Face Analysis. CoRR abs/1611.00851 (2016) - [i1]Connor J. Parde, Carlos Domingo Castillo, Matthew Q. Hill, Y. Ivette Colon, Swami Sankaranarayanan, Jun-Cheng Chen, Alice J. O'Toole:
Deep Convolutional Neural Network Features and the Original Image. CoRR abs/1611.01751 (2016) - 2015
- [c2]Jun-Cheng Chen, Swami Sankaranarayanan, Vishal M. Patel, Rama Chellappa:
Unconstrained face verification using fisher vectors computed from frontalized faces. BTAS 2015: 1-8 - [c1]Swami Sankaranarayanan, Vishal M. Patel, Rama Chellappa:
3D facial model synthesis using coupled dictionaries. ICIP 2015: 3896-3900
Coauthor Index
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