Robustness
Publications
On the unreasonable vulnerability of transformers for image restoration–and an easy fix
Shashank Agnihotri, Kanchana Vaishnavi Gandikota, Julia Grabinski, Paramanand Chandramouli, Margret Keuper
Published in ICCV 2023 Workshop on Adversarial Robustness In the Real World, 2023
[pdf] [bibtex]
Evaluating Adversarial Robustness of Low dose CT Recovery
Kanchana Vaishnavi Gandikota, Paramanand Chandramouli, Hannah Droege, Michael Moeller
Published in Medical Imaging with Deep Learning (MIDL), 2023
[pdf] [bibtex]
On Adversarial Robustness of Deep Image Deblurring
Kanchana Vaishnavi Gandikota, Paramanand Chandramouli, Michael Moeller
Published in IEEE International Conference on Image Processing (ICIP), 2022
[arxiv] [bibtex]
Current Work
Robustness of CT reconstruction
Improving robustness of histopathological image classification