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Addressing the Intra-class Mode Collapse Problem using Adaptive Input
  Image Normalization in GAN-based X-ray Images
v1v2 (latest)

Addressing the Intra-class Mode Collapse Problem using Adaptive Input Image Normalization in GAN-based X-ray Images

Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2022
25 January 2022
Muhammad Muneeb Saad
M. H. Rehmani
Ruairi O'Reilly
    GANMedImAI4CE
ArXiv (abs)PDFHTML

Papers citing "Addressing the Intra-class Mode Collapse Problem using Adaptive Input Image Normalization in GAN-based X-ray Images"

8 / 8 papers shown
Recover from Horcrux: A Spectrogram Augmentation Method for Cardiac Feature Monitoring from Radar Signal Components
Recover from Horcrux: A Spectrogram Augmentation Method for Cardiac Feature Monitoring from Radar Signal Components
Yujiao Shi
Sijie Xiong
Rui Yang
EngGee Lim
Yutao Yue
273
1
0
25 Mar 2025
TEXasGAN: Tactile Texture Exploration and Synthesis System Using
  Generative Adversarial Network
TEXasGAN: Tactile Texture Exploration and Synthesis System Using Generative Adversarial Network
Mingxin Zhang
Shun Terui
Yasutoshi Makino
Hiroyuki Shinoda
297
0
0
16 Jul 2024
Early Stopping Criteria for Training Generative Adversarial Networks in
  Biomedical Imaging
Early Stopping Criteria for Training Generative Adversarial Networks in Biomedical Imaging
Muhammad Muneeb Saad
M. H. Rehmani
Ruairi O'Reilly
226
4
0
31 May 2024
Adaptive Input-image Normalization for Solving the Mode Collapse Problem
  in GAN-based X-ray Images
Adaptive Input-image Normalization for Solving the Mode Collapse Problem in GAN-based X-ray ImagesBiomedical Signal Processing and Control (BSPC), 2023
Muhammad Muneeb Saad
M. H. Rehmani
Ruairi O'Reilly
MedImGAN
331
3
0
21 Sep 2023
Assessing Intra-class Diversity and Quality of Synthetically Generated
  Images in a Biomedical and Non-biomedical Setting
Assessing Intra-class Diversity and Quality of Synthetically Generated Images in a Biomedical and Non-biomedical Setting
Muhammad Muneeb Saad
M. H. Rehmani
Ruairi O'Reilly
MedIm
185
3
0
23 Jul 2023
A Self-attention Guided Multi-scale Gradient GAN for Diversified X-ray
  Image Synthesis
A Self-attention Guided Multi-scale Gradient GAN for Diversified X-ray Image SynthesisIrish Conference on Artificial Intelligence and Cognitive Science (IAICS), 2022
Muhammad Muneeb Saad
M. H. Rehmani
Ruairi O'Reilly
MedIm
217
13
0
09 Oct 2022
Evaluating the Quality and Diversity of DCGAN-based Generatively
  Synthesized Diabetic Retinopathy Imagery
Evaluating the Quality and Diversity of DCGAN-based Generatively Synthesized Diabetic Retinopathy Imagery
Cristina-Madalina Dragan
Muhammad Muneeb Saad
M. H. Rehmani
Ruairi O'Reilly
EGVMMedIm
257
8
0
10 Aug 2022
A Survey on Training Challenges in Generative Adversarial Networks for
  Biomedical Image Analysis
A Survey on Training Challenges in Generative Adversarial Networks for Biomedical Image AnalysisArtificial Intelligence Review (Artif Intell Rev), 2022
Muhammad Muneeb Saad
Ruairi O'Reilly
M. H. Rehmani
MedIm
401
68
0
19 Jan 2022
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