Swami Sankaranarayanan

44 papers A* 11B 3Misc 1Journal 24Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Fair human-centric image dataset for ethical AI benchmarking. Nat. Alice Xiang, Jerone T. A. Andrews, Rebecca Bourke, William Thong, Julienne LaChance, Tiffany Georgievski, Apostolos Modas, Aida Rahmattalabbi, Yunhao Ba, Shruti Nagpal, Orestis Papakyriakopoulos, Dora Zhao, Jinru Xue, Victoria Matthews, Linxia Gong, Austin Hoag, Mircea Cimpoi, Swami Sankaranarayanan, Wiebke Hutiri, Morgan Klaus Scheuerman, Albert S. Abedi, Peter Stone, Peter R. Wurman, Hiroaki Kitano, Michael Spranger
2025	A*	`conf`	Test-time Augmentation Improves Efficiency in Conformal Prediction. CVPR Divya Shanmugam, Helen Lu, Swami Sankaranarayanan, John V. Guttag
2025	J	`jnl`	Test-time augmentation improves efficiency in conformal prediction. CoRR Divya Shanmugam, Helen Lu, Swami Sankaranarayanan, John V. Guttag
2024	—	`conf`	Efficient Bias Mitigation Without Privileged Information. ECCV (72) Mateo Espinosa Zarlenga, Swami Sankaranarayanan, Jerone T. A. Andrews, Zohreh Shams, Mateja Jamnik, Alice Xiang
2024	J	`jnl`	Efficient Bias Mitigation Without Privileged Information. CoRR Mateo Espinosa Zarlenga, Swami Sankaranarayanan, Jerone T. A. Andrews, Zohreh Shams, Mateja Jamnik, Alice Xiang
2024	A*	`conf`	Views Can Be Deceiving: Improved SSL Through Feature Space Augmentation. ICLR Kimia Hamidieh, Haoran Zhang, Swami Sankaranarayanan, Marzyeh Ghassemi
2024	J	`jnl`	Views Can Be Deceiving: Improved SSL Through Feature Space Augmentation. CoRR Kimia Hamidieh, Haoran Zhang, Swami Sankaranarayanan, Marzyeh Ghassemi
2023	A*	`conf`	Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors. NeurIPS Tom Hartvigsen, Swami Sankaranarayanan, Hamid Palangi, Yoon Kim, Marzyeh Ghassemi
2023	—	`conf`	Is CLIP Fooled by Optical Illusions? Tiny Papers @ ICLR Jerry Ngo, Swami Sankaranarayanan, Phillip Isola
2023	—	`conf`	Taking Off with AI: Lessons from Aviation for Healthcare. EAAMO 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
2022	J	`jnl`	Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors. CoRR Thomas Hartvigsen, Swami Sankaranarayanan, Hamid Palangi, Yoon Kim, Marzyeh Ghassemi
2022	A*	`conf`	Semantic uncertainty intervals for disentangled latent spaces. NeurIPS Swami Sankaranarayanan, Anastasios Angelopoulos, Stephen Bates, Yaniv Romano, Phillip Isola
2022	J	`jnl`	Semantic uncertainty intervals for disentangled latent spaces. CoRR Swami Sankaranarayanan, Anastasios N. Angelopoulos, Stephen Bates, Yaniv Romano, Phillip Isola
2022	J	`jnl`	Visual Prompting: Modifying Pixel Space to Adapt Pre-trained Models. CoRR Hyojin Bahng, Ali Jahanian, Swami Sankaranarayanan, Phillip Isola
2020	A*	`conf`	Discrepancy Ratio: Evaluating Model Performance When Even Experts Disagree on the Truth. ICLR Igor Lovchinsky, Alon Daks, Israel Malkin, Pouya Samangouei, Ardavan Saeedi, Yang Liu, Swami Sankaranarayanan, Tomer Gafner, Ben Sternlieb, Patrick Maher, Nathan Silberman
2019	J	`jnl`	Learning From Noisy Labels By Regularized Estimation Of Annotator Confusion. CoRR Ryutaro Tanno, Ardavan Saeedi, Swami Sankaranarayanan, Daniel C. Alexander, Nathan Silberman
2019	A*	`conf`	Learning From Noisy Labels by Regularized Estimation of Annotator Confusion. CVPR Ryutaro Tanno, Ardavan Saeedi, Swami Sankaranarayanan, Daniel C. Alexander, Nathan Silberman
2019	J	`jnl`	Social Trait Information in Deep Convolutional Neural Networks Trained for Face Identification. Cogn. Sci. Connor J. Parde, Ying Hu, Carlos Domingo Castillo, Swami Sankaranarayanan, Alice J. O'Toole
2018	J	`jnl`	Crystal Loss and Quality Pooling for Unconstrained Face Verification and Recognition. CoRR Rajeev Ranjan, Ankan Bansal, Hongyu Xu, Swami Sankaranarayanan, Jun-Cheng Chen, Carlos Domingo Castillo, Rama Chellappa
2018	J	`jnl`	Deep Learning for Understanding Faces: Machines May Be Just as Good, or Better, than Humans. IEEE Signal Process. Mag. Rajeev Ranjan, Swami Sankaranarayanan, Ankan Bansal, Navaneeth Bodla, Jun-Cheng Chen, Vishal M. Patel, Carlos Domingo Castillo, Rama Chellappa
2018	A*	`conf`	Generate to Adapt: Aligning Domains Using Generative Adversarial Networks. CVPR Swami Sankaranarayanan, Yogesh Balaji, Carlos Domingo Castillo, Rama Chellappa
2018	A*	`conf`	Learning From Synthetic Data: Addressing Domain Shift for Semantic Segmentation. CVPR Swami Sankaranarayanan, Yogesh Balaji, Arpit Jain, Ser Nam Lim, Rama Chellappa
2018	A*	`conf`	MetaReg: Towards Domain Generalization using Meta-Regularization. NeurIPS Yogesh Balaji, Swami Sankaranarayanan, Rama Chellappa
2018	J	`jnl`	Proximity-Aware Hierarchical Clustering of unconstrained faces. Image Vis. Comput. Wei-An Lin, Jun-Cheng Chen, Rajeev Ranjan, Ankan Bansal, Swami Sankaranarayanan, Carlos Domingo Castillo, Rama Chellappa
2018	A*	`conf`	Regularizing Deep Networks Using Efficient Layerwise Adversarial Training. AAAI Swami Sankaranarayanan, Arpit Jain, Rama Chellappa, Ser-Nam Lim
2018	J	`jnl`	Unconstrained Still/Video-Based Face Verification with Deep Convolutional Neural Networks. Int. J. Comput. Vis. Jun-Cheng Chen, Rajeev Ranjan, Swami Sankaranarayanan, Amit Kumar, Ching-Hui Chen, Vishal M. Patel, Carlos Domingo Castillo, Rama Chellappa
2017	B	`conf`	An All-In-One Convolutional Neural Network for Face Analysis. FG Rajeev Ranjan, Swami Sankaranarayanan, Carlos Domingo Castillo, Rama Chellappa
2017	B	`conf`	Face and Image Representation in Deep CNN Features. FG Connor J. Parde, Carlos Domingo Castillo, Matthew Q. Hill, Y. Ivette Colon, Swami Sankaranarayanan, Jun-Cheng Chen, Alice J. O'Toole
2017	J	`jnl`	Generate To Adapt: Aligning Domains using Generative Adversarial Networks. CoRR Swami Sankaranarayanan, Yogesh Balaji, Carlos Domingo Castillo, Rama Chellappa
2017	J	`jnl`	Guided Perturbations: Self Corrective Behavior in Convolutional Neural Networks. CoRR Swami Sankaranarayanan, Arpit Jain, Ser Nam Lim
2017	A*	`conf`	Guided Perturbations: Self-Corrective Behavior in Convolutional Neural Networks. ICCV Swami Sankaranarayanan, Arpit Jain, Ser Nam Lim
2017	J	`jnl`	Improving Network Robustness against Adversarial Attacks with Compact Convolution. CoRR Rajeev Ranjan, Swami Sankaranarayanan, Carlos Domingo Castillo, Rama Chellappa
2017	J	`jnl`	Regularizing deep networks using efficient layerwise adversarial training. CoRR Swami Sankaranarayanan, Arpit Jain, Rama Chellappa, Ser-Nam Lim
2017	J	`jnl`	Unsupervised Domain Adaptation for Semantic Segmentation with GANs. CoRR Swami Sankaranarayanan, Yogesh Balaji, Arpit Jain, Ser-Nam Lim, Rama Chellappa
2016	J	`jnl`	An All-In-One Convolutional Neural Network for Face Analysis. CoRR Rajeev Ranjan, Swami Sankaranarayanan, Carlos Domingo Castillo, Rama Chellappa
2016	J	`jnl`	An End-to-End System for Unconstrained Face Verification with Deep Convolutional Neural Networks. CoRR Jun-Cheng Chen, Rajeev Ranjan, Swami Sankaranarayanan, Amit Kumar, Ching-Hui Chen, Vishal M. Patel, Carlos Domingo Castillo, Rama Chellappa
2016	J	`jnl`	Deep Convolutional Neural Network Features and the Original Image. CoRR Connor J. Parde, Carlos Domingo Castillo, Matthew Q. Hill, Y. Ivette Colon, Swami Sankaranarayanan, Jun-Cheng Chen, Alice J. O'Toole
2016	J	`jnl`	Towards the Design of an End-to-End Automated System for Image and Video-based Recognition. CoRR Rama Chellappa, Jun-Cheng Chen, Rajeev Ranjan, Swami Sankaranarayanan, Amit Kumar, Vishal M. Patel, Carlos Domingo Castillo
2016	Misc	`conf`	Towards the design of an end-to-end automated system for image and video-based recognition. ITA Rama Chellappa, Jun-Cheng Chen, Rajeev Ranjan, Swami Sankaranarayanan, Amit Kumar, Vishal M. Patel, Carlos Domingo Castillo
2016	J	`jnl`	Triplet Probabilistic Embedding for Face Verification and Clustering. CoRR Swami Sankaranarayanan, Azadeh Alavi, Carlos Domingo Castillo, Rama Chellappa
2016	J	`jnl`	Triplet Similarity Embedding for Face Verification. CoRR Swami Sankaranarayanan, Azadeh Alavi, Rama Chellappa
2016	—	`conf`	Triplet probabilistic embedding for face verification and clustering. BTAS Swami Sankaranarayanan, Azadeh Alavi, Carlos Domingo Castillo, Rama Chellappa
2015	B	`conf`	3D facial model synthesis using coupled dictionaries. ICIP Swami Sankaranarayanan, Vishal M. Patel, Rama Chellappa
2015	—	`conf`	Unconstrained face verification using fisher vectors computed from frontalized faces. BTAS Jun-Cheng Chen, Swami Sankaranarayanan, Vishal M. Patel, Rama Chellappa