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Uddeshya Upadhyay
Uddeshya Upadhyay
Staff ML Scientist, Nference
Verified email at nference.net - Homepage
Title
Cited by
Cited by
Year
Towards Lower-Dose PET using Physics-Based Uncertainty-Aware Multimodal Learning with Robustness to Out-of-Distribution Data
VP Sudarshan*, U Upadhyay*, GF Egan, Z Chen, SP Awate
Medical Image Analysis, 102187, 2021
342021
Uncertainty-Guided Progressive GANs for Medical Image Translation
U Upadhyay, Y Chen, T Hepp, S Gatidis, Z Akata
(MICCAI) International Conference on Medical Image Computing and Computer …, 2021
312021
Robust Super-Resolution GAN, with Manifold-based and Perception Loss
U Upadhyay, SP Awate
(ISBI) IEEE International Symposium on Biomedical Imaging, 1372-1376, 2019
292019
Robustness via Uncertainty-aware Cycle Consistency
U Upadhyay, Y Chen, Z Akata
(NeurIPS) Advances in Neural Information Processing Systems, 2021
22*2021
A Mixed-Supervision Multilevel GAN Framework for Image Quality Enhancement
U Upadhyay, SP Awate
(MICCAI) International Conference on Medical Image Computing and Computer …, 2019
222019
Uncertainty-Aware GAN With Adaptive Loss for Robust MRI Image Enhancement
U Upadhyay, VP Sudarshan, SP Awate
(ICCVw) Proceedings of the IEEE/CVF International Conference on Computer …, 2021
212021
BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks
U Upadhyay, S Karthik, Y Chen, M Mancini, Z Akata
(ECCV) European conference on Computer Vision, 2022
162022
Transformer Based Reinforcement Learning For Games
U Upadhyay, N Shah, S Ravikanti, M Medhe
arXiv preprint arXiv:1912.03918, 2019
152019
ProbVLM: Probabilistic Adapter for Frozen Vision-Language Models
U Upadhyay, S Karthik, M Mancini, Z Akata
(ICCV) Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
92023
Spinal Stenosis Detection in MRI using Modular Coordinate Convolutional Attention Networks
U Upadhyay, B Singhal, M Singh
IEEE International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
62019
The Manifold Hypothesis for Gradient-Based Explanations
S Bordt, U Upadhyay, Z Akata, U von Luxburg
(CVPRw) Proceedings of the IEEE/CVF Conference on Computer Vision and …, 2023
52023
Towards Automating Retinoscopy for Refractive Error Diagnosis
A Aggarwal, S Gairola, U Upadhyay, AP Vasishta, D Rao, A Goyal, ...
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2022
52022
Removal of Batch Effects using Generative Adversarial Networks
U Upadhyay, A Jain
arXiv preprint arXiv:1901.06654, 2019
52019
HypUC: Hyperfine Uncertainty Calibration with Gradient-boosted Corrections for Reliable Regression on Imbalanced Electrocardiograms
U Upadhyay, S Bade, A Puranik, S Asfahan, M Babu, F Lopez-Jimenez, ...
(TMLR) Transactions on Machine Learning Research, 2023
22023
USIM-DAL: Uncertainty-aware Statistical Image Modeling-based Dense Active Learning for Super-resolution
V Rangnekar*, U Upadhyay*, Z Akata, B Banerjee
(UAI) The Conference on Uncertainty in Artificial Intelligence, 2023
22023
Likelihood Annealing: Fast Calibrated Uncertainty for Regression
U Upadhyay, JM Kim, C Schmidt, B Schölkopf, Z Akata
arXiv preprint arXiv:2302.11012, 2023
2*2023
Compact Representation Learning using Class Specific Convolution Coders-Application to Medical Image Classification
U Upadhyay, B Banerjee
(ISBI) IEEE International Symposium on Biomedical Imaging, 2020
22020
MRI GUIDED DEEP LEARNING IMAGE RECONSTRUCTION FOR LOW DOSE PET
C Pain, VP Sudarshan, U Upadhyay, SP Awate, GF Egan
INTERNAL MEDICINE JOURNAL 51, 29-30, 2021
12021
QUEST for MEDISYN: Quasi-norm based Uncertainty ESTimation for MEDical Image SYNthesis
U Upadhyay, VP Sudarshan, SP Awate
ICML workshop on Uncertainty & Robustness in Deep Learning, 2020
12020
Apparatus and a method for predicting a physiological indicator
U Upadhyay, B Sairam, B Melwin, A Prasad, A Puranik, R Barve, ...
US Patent App. 18/519,564, 2024
2024
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