Robust Super-Resolution GAN, with Manifold-based and Perception Loss

Robust Super-Resolution GAN, with Manifold-based and Perception Loss

16 March 2019

Uddeshya Upadhyay

Suyash P. Awate

ArXiv (abs)PDF HTML

Papers citing "Robust Super-Resolution GAN, with Manifold-based and Perception Loss"

14 / 14 papers shown

Title
Modeling Continuous Spatial-temporal Dynamics of Turbulent Flow with Test-time Refinement Shengyu Chen P. Givi Can Zheng X. Jia AI4CE 113 0 0 31 Dec 2024
Physics-enhanced Neural Operator for Simulating Turbulent Transport Shengyu Chen P. Givi Can Zheng Xiaowei Jia AI4CE 67 3 0 31 May 2024
Super resolution of histopathological frozen sections via deep learning preserving tissue structure Elad Yoshai Gil Goldinger M. Haifler N. Shaked MedIm SupR 107 1 0 17 Oct 2023
USIM-DAL: Uncertainty-aware Statistical Image Modeling-based Dense Active Learning for Super-resolution Vikrant Rangnekar Uddeshya Upadhyay Zeynep Akata Biplab Banerjee 72 4 0 27 May 2023
Reconstructing Turbulent Flows Using Physics-Aware Spatio-Temporal Dynamics and Test-Time Refinement Shengyu Chen Tianshu Bao P. Givi Can Zheng Xiaowei Jia AI4CE 73 0 0 24 Apr 2023
Disentangled Uncertainty and Out of Distribution Detection in Medical Generative Models Kumud Lakara Matias Valdenegro-Toro UQCV OOD 75 1 0 11 Nov 2022
BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks Uddeshya Upadhyay Shyamgopal Karthik Yanbei Chen Massimiliano Mancini Zeynep Akata UQCV BDL 105 23 0 14 Jul 2022
Robustness via Uncertainty-aware Cycle Consistency Uddeshya Upadhyay Yanbei Chen Zeynep Akata 91 21 0 24 Oct 2021
Uncertainty-aware GAN with Adaptive Loss for Robust MRI Image Enhancement Uddeshya Upadhyay Viswanath P. Sudarshan Suyash P. Awate MedIm 99 21 0 07 Oct 2021
Reconstructing High-resolution Turbulent Flows Using Physics-Guided Neural Networks Shengyu Chen S. Sammak P. Givi J. Yurko Xiaowei Jia AI4CE 57 10 0 06 Sep 2021
Towards Lower-Dose PET using Physics-Based Uncertainty-Aware Multimodal Learning with Robustness to Out-of-Distribution Data Viswanath P. Sudarshan Uddeshya Upadhyay Gary F. Egan Zhaolin Chen Suyash P. Awate OOD MedIm 80 40 0 21 Jul 2021
A Mixed-Supervision Multilevel GAN Framework for Image Quality Enhancement Uddeshya Upadhyay Suyash P. Awate GAN MedIm 66 21 0 29 Jun 2021
Uncertainty-Guided Progressive GANs for Medical Image Translation Uddeshya Upadhyay Yanbei Chen Tobias Hepp S. Gatidis Zeynep Akata MedIm 81 24 0 29 Jun 2021
Pareto GAN: Extending the Representational Power of GANs to Heavy-Tailed Distributions Todd P. Huster Jérémy E. Cohen Zinan Lin Kevin S. Chan Charles A. Kamhoua Nandi O. Leslie C. Chiang Vyas Sekar GAN 70 29 0 22 Jan 2021