Swami Sankaranarayanan

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 39

Top Topics

Semantic Segmentation

Face Verification

Top Venues

Publications

Kimia Hamidieh, Haoran Zhang, Swami Sankaranarayanan, Marzyeh Ghassemi
Views Can Be Deceiving: Improved SSL Through Feature Space Augmentation. ICLR (2024)
Kimia Hamidieh, Haoran Zhang, Swami Sankaranarayanan, Marzyeh Ghassemi
Views Can Be Deceiving: Improved SSL Through Feature Space Augmentation. CoRR (2024)
Jerry Ngo, Swami Sankaranarayanan, Phillip Isola
Is CLIP Fooled by Optical Illusions? Tiny Papers @ ICLR (2023)
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)
Tom Hartvigsen, Swami Sankaranarayanan, Hamid Palangi, Yoon Kim, Marzyeh Ghassemi
Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors. NeurIPS (2023)
Swami Sankaranarayanan, Anastasios Angelopoulos, Stephen Bates, Yaniv Romano, Phillip Isola
Semantic uncertainty intervals for disentangled latent spaces. NeurIPS (2022)
Swami Sankaranarayanan, Anastasios N. Angelopoulos, Stephen Bates, Yaniv Romano, Phillip Isola
Semantic uncertainty intervals for disentangled latent spaces. CoRR (2022)
Thomas Hartvigsen, Swami Sankaranarayanan, Hamid Palangi, Yoon Kim, Marzyeh Ghassemi
Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors. CoRR (2022)
Hyojin Bahng, Ali Jahanian, Swami Sankaranarayanan, Phillip Isola
Visual Prompting: Modifying Pixel Space to Adapt Pre-trained Models. CoRR (2022)
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)
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)
Ryutaro Tanno, Ardavan Saeedi, Swami Sankaranarayanan, Daniel C. Alexander, Nathan Silberman
Learning From Noisy Labels By Regularized Estimation Of Annotator Confusion. CoRR (2019)
Ryutaro Tanno, Ardavan Saeedi, Swami Sankaranarayanan, Daniel C. Alexander, Nathan Silberman
Learning From Noisy Labels by Regularized Estimation of Annotator Confusion. CVPR (2019)
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) (2018)
Yogesh Balaji, Swami Sankaranarayanan, Rama Chellappa
MetaReg: Towards Domain Generalization using Meta-Regularization. NeurIPS (2018)
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 (2018)
Swami Sankaranarayanan, Yogesh Balaji, Arpit Jain, Ser-Nam Lim, Rama Chellappa
Learning From Synthetic Data: Addressing Domain Shift for Semantic Segmentation. CVPR (2018)
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 (2018)
Swami Sankaranarayanan, Yogesh Balaji, Carlos Domingo Castillo, Rama Chellappa
Generate to Adapt: Aligning Domains Using Generative Adversarial Networks. CVPR (2018)
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) (2018)
Swami Sankaranarayanan, Arpit Jain, Rama Chellappa, Ser-Nam Lim
Regularizing Deep Networks Using Efficient Layerwise Adversarial Training. AAAI (2018)
Swami Sankaranarayanan, Arpit Jain, Rama Chellappa, Ser-Nam Lim
Regularizing deep networks using efficient layerwise adversarial training. CoRR (2017)
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)
Swami Sankaranarayanan, Arpit Jain, Ser-Nam Lim
Guided Perturbations: Self Corrective Behavior in Convolutional Neural Networks. CoRR (2017)
Swami Sankaranarayanan, Yogesh Balaji, Arpit Jain, Ser-Nam Lim, Rama Chellappa
Unsupervised Domain Adaptation for Semantic Segmentation with GANs. CoRR (2017)
Swami Sankaranarayanan, Arpit Jain, Ser-Nam Lim
Guided Perturbations: Self-Corrective Behavior in Convolutional Neural Networks. ICCV (2017)
Swami Sankaranarayanan, Yogesh Balaji, Carlos Domingo Castillo, Rama Chellappa
Generate To Adapt: Aligning Domains using Generative Adversarial Networks. CoRR (2017)
Rajeev Ranjan, Swami Sankaranarayanan, Carlos Domingo Castillo, Rama Chellappa
An All-In-One Convolutional Neural Network for Face Analysis. FG (2017)
Rajeev Ranjan, Swami Sankaranarayanan, Carlos Domingo Castillo, Rama Chellappa
Improving Network Robustness against Adversarial Attacks with Compact Convolution. CoRR (2017)
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)
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 (2016)
Swami Sankaranarayanan, Azadeh Alavi, Rama Chellappa
Triplet Similarity Embedding for Face Verification. CoRR (2016)
Swami Sankaranarayanan, Azadeh Alavi, Carlos Domingo Castillo, Rama Chellappa
Triplet probabilistic embedding for face verification and clustering. BTAS (2016)
Rajeev Ranjan, Swami Sankaranarayanan, Carlos Domingo Castillo, Rama Chellappa
An All-In-One Convolutional Neural Network for Face Analysis. CoRR (2016)
Swami Sankaranarayanan, Azadeh Alavi, Carlos Domingo Castillo, Rama Chellappa
Triplet Probabilistic Embedding for Face Verification and Clustering. CoRR (2016)
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 (2016)
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 (2016)
Jun-Cheng Chen, Swami Sankaranarayanan, Vishal M. Patel, Rama Chellappa
Unconstrained face verification using fisher vectors computed from frontalized faces. BTAS (2015)
Swami Sankaranarayanan, Vishal M. Patel, Rama Chellappa
3D facial model synthesis using coupled dictionaries. ICIP (2015)