On the unreasonable vulnerability of transformers for image restoration -- and an easy fix

Shashank Agnihotri, Kanchana Vaishnavi Gandikota, Julia Grabinski +2

Following their success in visual recognition tasks, Vision Transformers(ViTs) are being increasingly employed for image restoration. As a few recent works claim that ViTs for imag…