Frequency Domain Adversarial Training for Robust Volumetric Medical
Segmentation

Frequency Domain Adversarial Training for Robust Volumetric Medical Segmentation

14 July 2023

Muzammal Naseer

Salman Khan

Fahad Shahbaz Khan

Papers citing "Frequency Domain Adversarial Training for Robust Volumetric Medical Segmentation"

12 / 12 papers shown

Title
On the Robustness of Medical Vision-Language Models: Are they Truly Generalizable? Raza Imam Rufael Marew Mohammad Yaqub AAML VLM 32 0 0 21 May 2025
UNETR++: Delving into Efficient and Accurate 3D Medical Image Segmentation Abdelrahman M. Shaker Muhammad Maaz H. Rasheed Salman Khan Ming-Hsuan Yang Fahad Shahbaz Khan MedIm 40 139 0 08 Dec 2022
UNETR: Transformers for 3D Medical Image Segmentation Ali Hatamizadeh Yucheng Tang Vishwesh Nath Dong Yang Andriy Myronenko Bennett Landman H. Roth Daguang Xu ViT MedIm 110 1,567 0 18 Mar 2021
Volumetric Medical Image Segmentation: A 3D Deep Coarse-to-fine Framework and Its Adversarial Examples Yingwei Li Zhuotun Zhu Yuyin Zhou Yingda Xia Wei Shen Elliot K. Fishman Alan Yuille MedIm 40 23 0 29 Oct 2020
Torchattacks: A PyTorch Repository for Adversarial Attacks Hoki Kim 23 204 0 24 Sep 2020
Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks Francesco Croce Matthias Hein AAML 174 1,821 0 03 Mar 2020
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 173 11,610 0 11 Jan 2018
Countering Adversarial Images using Input Transformations Chuan Guo Mayank Rana Moustapha Cissé Laurens van der Maaten AAML 71 1,399 0 31 Oct 2017
Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations Carole H Sudre Wenqi Li Tom Vercauteren Sébastien Ourselin M. Jorge Cardoso SSeg 79 2,132 0 11 Jul 2017
Adversarial Examples Are Not Easily Detected: Bypassing Ten Detection Methods Nicholas Carlini D. Wagner AAML 86 1,851 0 20 May 2017
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 425 3,124 0 04 Nov 2016
Intriguing properties of neural networks Christian Szegedy Wojciech Zaremba Ilya Sutskever Joan Bruna D. Erhan Ian Goodfellow Rob Fergus AAML 79 14,831 1 21 Dec 2013

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