Sankaranarayanan, Swami

11 publications

CVPR 2025 Test-Time Augmentation Improves Efficiency in Conformal Prediction Divya Shanmugam, Helen Lu, Swami Sankaranarayanan, John Guttag

ECCV 2024 Efficient Bias Mitigation Without Privileged Information Mateo Espinosa Zarlenga, Swami Sankaranarayanan, Jerone T. A. Andrews, Zohreh Shams, Mateja Jamnik, Alice Xiang

ICLR 2024 Views Can Be Deceiving: Improved SSL Through Feature Space Augmentation Kimia Hamidieh, Haoran Zhang, Swami Sankaranarayanan, Marzyeh Ghassemi

NeurIPS 2023 Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors Tom Hartvigsen, Swami Sankaranarayanan, Hamid Palangi, Yoon Kim, Marzyeh Ghassemi

NeurIPSW 2022 Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors Thomas Hartvigsen, Swami Sankaranarayanan, Hamid Palangi, Yoon Kim, Marzyeh Ghassemi

NeurIPSW 2022 Real World Relevance of Generative Counterfactual Explanations Swami Sankaranarayanan, Thomas Hartvigsen, Lauren Oakden-Rayner, Marzyeh Ghassemi, Phillip Isola

NeurIPS 2022 Semantic Uncertainty Intervals for Disentangled Latent Spaces Swami Sankaranarayanan, Anastasios Angelopoulos, Stephen Bates, Yaniv Romano, Phillip Isola

ICLR 2020 Discrepancy Ratio: Evaluating Model Performance When Even Experts Disagree on the Truth Igor Lovchinsky, Alon Daks, Israel Malkin, Pouya Samangouei, Ardavan Saeedi, Yang Liu, Swami Sankaranarayanan, Tomer Gafner, Ben Sternlieb, Patrick Maher, Nathan Silberman

NeurIPS 2018 MetaReg: Towards Domain Generalization Using Meta-Regularization Yogesh Balaji, Swami Sankaranarayanan, Rama Chellappa

AAAI 2018 Regularizing Deep Networks Using Efficient Layerwise Adversarial Training Swami Sankaranarayanan, Arpit Jain, Rama Chellappa, Ser-Nam Lim

ICCV 2017 Guided Perturbations: Self-Corrective Behavior in Convolutional Neural Networks Swami Sankaranarayanan, Arpit Jain, Ser Nam Lim