Upadhyay, Uddeshya

7 publications

TMLR 2023 HypUC: Hyperfine Uncertainty Calibration with Gradient- Boosted Corrections for Reliable Regression on Imbalanced Electrocardiograms Uddeshya Upadhyay, Sairam Bade, Arjun Puranik, Shahir Asfahan, Melwin Babu, Francisco Lopez-Jimenez, Samuel Asirvatham, Ashim Prasad, Ajit Rajasekharan, Samir Awasthi, Rakesh Barve

ICCV 2023 ProbVLM: Probabilistic Adapter for Frozen Vison-Language Models Uddeshya Upadhyay, Shyamgopal Karthik, Massimiliano Mancini, Zeynep Akata

CVPRW 2023 The Manifold Hypothesis for Gradient-Based Explanations Sebastian Bordt, Uddeshya Upadhyay, Zeynep Akata, Ulrike von Luxburg

UAI 2023 USIM-DAL: Uncertainty-Aware Statistical Image Modeling-Based Dense Active Learning for Super-Resolution Vikrant Rangnekar, Uddeshya Upadhyay, Zeynep Akata, Biplab Banerjee

ECCV 2022 BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks Uddeshya Upadhyay, Shyamgopal Karthik, Yanbei Chen, Massimiliano Mancini, Zeynep Akata

NeurIPS 2021 Robustness via Uncertainty-Aware Cycle Consistency Uddeshya Upadhyay, Yanbei Chen, Zeynep Akata

ICCVW 2021 Uncertainty-Aware GAN with Adaptive Loss for Robust MRI Image Enhancement Uddeshya Upadhyay, Viswanath P. Sudarshan, Suyash P. Awate