Uncertainty-Guided Progressive GANs for Medical Image Translation

Uncertainty-Guided Progressive GANs for Medical Image Translation

29 June 2021

Uddeshya Upadhyay

Papers citing "Uncertainty-Guided Progressive GANs for Medical Image Translation"

13 / 13 papers shown

Title
Uncertainty Quantification for Machine Learning in Healthcare: A Survey L. J. L. Lopez Shaza Elsharief Dhiyaa Al Jorf Firas Darwish Congbo Ma Farah E. Shamout 104 0 0 04 May 2025
Uncertainty-Aware Regularization for Image-to-Image Translation Anuja Vats I. Farup Marius Pedersen Kiran Raja MedIm 71 0 0 24 Nov 2024
CT to PET Translation: A Large-scale Dataset and Domain-Knowledge-Guided Diffusion Approach D. Nguyen Trung Thanh Nguyen H. Nguyen Thanh Trung Nguyen H. Pham T. Nguyen Thao Nguyen Truong Phi Le Nguyen MedIm 32 1 0 29 Oct 2024
Trustworthy Contrast-enhanced Brain MRI Synthesis Jiyao Liu Yuxin Li Shangqi Gao Yuncheng Zhou Xin Gao Ningsheng Xu Xiao-Yong Zhang Xiahai Zhuang MedIm 28 1 0 10 Jul 2024
Semi-Supervised Disease Classification based on Limited Medical Image Data Yan Zhang Chun Li Zhaoxia Liu Ming Li 35 5 0 07 May 2024
HypUC: Hyperfine Uncertainty Calibration with Gradient-boosted Corrections for Reliable Regression on Imbalanced Electrocardiograms Uddeshya Upadhyay S. Bade Arjun Puranik S. Asfahan Melwin Babu ... S. Asirvatham Ashim Prasad A. Rajasekharan S. Awasthi R. Barve OOD 23 3 0 23 Nov 2023
ProbVLM: Probabilistic Adapter for Frozen Vision-Language Models Uddeshya Upadhyay Shyamgopal Karthik Massimiliano Mancini Zeynep Akata MLLM VLM 16 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 32 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 24 1 0 21 Feb 2023
Disentangled Uncertainty and Out of Distribution Detection in Medical Generative Models Kumud Lakara Matias Valdenegro-Toro UQCV OOD 24 1 0 11 Nov 2022
What can we learn about a generated image corrupting its latent representation? A. Tomczak Aarush Gupta Slobodan Ilic Nassir Navab Shadi Albarqouni GAN MedIm 28 4 0 12 Oct 2022
BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks Uddeshya Upadhyay Shyamgopal Karthik Yanbei Chen Massimiliano Mancini Zeynep Akata UQCV BDL 29 22 0 14 Jul 2022
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 286 10,613 0 19 Feb 2017