Adaptive Input-image Normalization for Solving the Mode Collapse Problem
in GAN-based X-ray Images

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Adaptive Input-image Normalization for Solving the Mode Collapse Problem in GAN-based X-ray Images

21 September 2023

Muhammad Muneeb Saad

Ruairi O'Reilly

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Papers citing "Adaptive Input-image Normalization for Solving the Mode Collapse Problem in GAN-based X-ray Images"

17 / 17 papers shown

Title
Inflating 2D Convolution Weights for Efficient Generation of 3D Medical Images Yanbin Liu Girish Dwivedi F. Boussaïd Frank M. Sanfilippo Makoto Yamada Bennamoun DiffM MedIm 66 11 0 08 Aug 2022
Addressing the Intra-class Mode Collapse Problem using Adaptive Input Image Normalization in GAN-based X-ray Images Muhammad Muneeb Saad M. H. Rehmani Ruairi O'Reilly GAN MedIm AI4CE 40 12 0 25 Jan 2022
Vision Transformer based COVID-19 Detection using Chest X-rays Koushik Sivarama Krishnan Karthik Sivarama Krishnan ViT MedIm 62 57 0 09 Oct 2021
Alias-Free Generative Adversarial Networks Tero Karras M. Aittala S. Laine Erik Härkönen Janne Hellsten J. Lehtinen Timo Aila GAN 177 1,600 0 23 Jun 2021
Recent advances and clinical applications of deep learning in medical image analysis Xuxin Chen Ximing Wang Kecheng Zhang K. Fung T. Thai K. Moore Robert S. Mannel Hong Liu B. Zheng Y. Qiu OOD 76 599 0 27 May 2021
CovidGAN: Data Augmentation Using Auxiliary Classifier GAN for Improved Covid-19 Detection Abdul Waheed Muskan Goyal Deepak Gupta Ashish Khanna F. Al-turjman P. Pinheiro MedIm 87 579 0 08 Mar 2021
Exploring the Effect of Image Enhancement Techniques on COVID-19 Detection using Chest X-rays Images Tawsifur Rahman Amith Khandakar Yazan Qiblawey Anas Tahir S. Kiranyaz ... M. Islam S. Al-Maadeed S. Zughaier Muhammad Salman Khan M. Chowdhury 65 829 0 25 Nov 2020
Enhanced Balancing GAN: Minority-class Image Generation Gaofeng Huang Amir Jafari GAN 31 71 0 31 Oct 2020
On the Evaluation of Generative Adversarial Networks By Discriminative Models A. Torfi Mohammadreza Beyki Edward A. Fox EGVM 95 7 0 07 Oct 2020
COVID-19 CT Image Synthesis with a Conditional Generative Adversarial Network Yifan Jiang Han Chen Murray H. Loew Hanseok Ko DiffM MedIm 86 128 0 29 Jul 2020
COVID-19 Image Data Collection: Prospective Predictions Are the Future Joseph Paul Cohen Paul Morrison Lan Dao Karsten Roth T. Duong Marzyeh Ghassemi 78 780 0 22 Jun 2020
Normalization of breast MRIs using Cycle-Consistent Generative Adversarial Networks Gourav Modanwal Adithya Vellal Maciej A. Mazurowski MedIm 31 28 0 16 Dec 2019
Data Augmentation for Skin Lesion using Self-Attention based Progressive Generative Adversarial Network Ibrahim Saad Ali Mamdouh Farouk Mohamed Y. B. Mahdy GAN MedIm 39 121 0 25 Oct 2019
CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison Jeremy Irvin Pranav Rajpurkar M. Ko Yifan Yu Silviana Ciurea-Ilcus ... D. Larson C. Langlotz Bhavik Patel M. Lungren A. Ng 112 2,602 0 21 Jan 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 596 10,561 0 12 Dec 2018
GANs for Medical Image Analysis Salome Kazeminia Christoph Baur Arjan Kuijper Bram van Ginneken Nassir Navab Shadi Albarqouni Anirban Mukhopadhyay MedIm AI4CE 57 415 0 13 Sep 2018
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 436 3,215 0 30 Oct 2016