Narayanaswamy, Vivek Sivaraman

6 publications

CVPRW 2025 The Surprising Utility of Group Partitioning in Improving Conformal Prediction of Visual Classifiers Under Distributional Shifts Kowshik Thopalli, Vivek Sivaraman Narayanaswamy, Jayaraman J. Thiagarajan

ECCV 2024 DECIDER: Leveraging Foundation Model Priors for Improved Model Failure Detection and Explanation Rakshith Subramanyam, Kowshik Thopalli, Vivek Sivaraman Narayanaswamy, Jayaraman J. Thiagarajan

ICCVW 2023 Exploring Inlier and Outlier Specification for Improved Medical OOD Detection Vivek Sivaraman Narayanaswamy, Yamen Mubarka, Rushil Anirudh, Deepta Rajan, Jayaraman J. Thiagarajan

NeurIPS 2022 Single Model Uncertainty Estimation via Stochastic Data Centering Jayaraman Thiagarajan, Rushil Anirudh, Vivek Sivaraman Narayanaswamy, Timo Bremer

AAAI 2021 Accurate and Robust Feature Importance Estimation Under Distribution Shifts Jayaraman J. Thiagarajan, Vivek Sivaraman Narayanaswamy, Rushil Anirudh, Peer-Timo Bremer, Andreas Spanias

NeurIPS 2021 Designing Counterfactual Generators Using Deep Model Inversion Jayaraman Thiagarajan, Vivek Sivaraman Narayanaswamy, Deepta Rajan, Jia Liang, Akshay Chaudhari, Andreas Spanias