Uncertainty-aware GAN with Adaptive Loss for Robust MRI Image
Enhancement

Uncertainty-aware GAN with Adaptive Loss for Robust MRI Image Enhancement

7 October 2021

Uddeshya Upadhyay

Viswanath P. Sudarshan

Suyash P. Awate

Papers citing "Uncertainty-aware GAN with Adaptive Loss for Robust MRI Image Enhancement"

15 / 15 papers shown

Title
Trustworthy image-to-image translation: evaluating uncertainty calibration in unpaired training scenarios Ciaran Bench Emir Ahmed Spencer A. Thomas MedIm 36 0 0 29 Jan 2025
Uncertainty-Aware Regularization for Image-to-Image Translation Anuja Vats I. Farup Marius Pedersen Kiran Raja MedIm 71 0 0 24 Nov 2024
Uncertainty Estimation in Contrast-Enhanced MR Image Translation with Multi-Axis Fusion Ivo M. Baltruschat Parvaneh Janbakhshi Melanie Dohmen Matthias Lenga MedIm 13 2 0 20 Nov 2023
Uncertainty-Driven Multi-Scale Feature Fusion Network for Real-time Image Deraining M. Tong Xu Yan Yongzhen Wang 13 0 0 19 Jul 2023
ProbVLM: Probabilistic Adapter for Frozen Vision-Language Models Uddeshya Upadhyay Shyamgopal Karthik Massimiliano Mancini Zeynep Akata MLLM VLM 11 3 0 01 Jul 2023
USIM-DAL: Uncertainty-aware Statistical Image Modeling-based Dense Active Learning for Super-resolution Vikrant Rangnekar Uddeshya Upadhyay Zeynep Akata Biplab Banerjee 19 4 0 27 May 2023
Likelihood Annealing: Fast Calibrated Uncertainty for Regression Uddeshya Upadhyay Jae Myung Kim Cordelia Schmidt Bernhard Schölkopf Zeynep Akata BDL UQCV 13 1 0 21 Feb 2023
BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks Uddeshya Upadhyay Shyamgopal Karthik Yanbei Chen Massimiliano Mancini Zeynep Akata UQCV BDL 10 22 0 14 Jul 2022
Unsupervised Joint Image Transfer and Uncertainty Quantification Using Patch Invariant Networks Christoph Angermann Markus Haltmeier Ahsan Raza Siyal 28 3 0 09 Jul 2022
Uncertainty-Aware Deep Co-training for Semi-supervised Medical Image Segmentation Xu Zheng Chong Fu Haoyu Xie Jialei Chen Xingwei Wang Chiu-Wing Sham OOD 10 37 0 23 Nov 2021
Dense Uncertainty Estimation via an Ensemble-based Conditional Latent Variable Model Jing Zhang Yuchao Dai Mehrtash Harandi Yiran Zhong Nick Barnes Richard I. Hartley UQCV 11 1 0 22 Nov 2021
Robustness via Uncertainty-aware Cycle Consistency Uddeshya Upadhyay Yanbei Chen Zeynep Akata 11 21 0 24 Oct 2021
Adversarial training with cycle consistency for unsupervised super-resolution in endomicroscopy D. Ravì A. Szczotka Stephen P. Pereira Tom Kamiel Magda Vercauteren SupR MedIm 27 49 0 21 Jan 2019
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,387 0 21 Nov 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 247 9,109 0 06 Jun 2015