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A Survey on Training Challenges in Generative Adversarial Networks for
Biomedical Image Analysis

v1v2v3v4 (latest)

A Survey on Training Challenges in Generative Adversarial Networks for Biomedical Image Analysis

Artificial Intelligence Review (Artif Intell Rev), 2022

19 January 2022

Muhammad Muneeb Saad

Ruairi O'Reilly

ArXiv (abs)PDF HTML

Papers citing "A Survey on Training Challenges in Generative Adversarial Networks for Biomedical Image Analysis"

10 / 10 papers shown

Hybrid Synthetic Data Generation with Domain Randomization Enables Zero-Shot Vision-Based Part Inspection Under Extreme Class Imbalance

Hybrid Synthetic Data Generation with Domain Randomization Enables Zero-Shot Vision-Based Part Inspection Under Extreme Class Imbalance

94

0

0

28 Nov 2025

Diffusion Models at the Drug Discovery Frontier: A Review on Generating Small Molecules versus Therapeutic Peptides

Diffusion Models at the Drug Discovery Frontier: A Review on Generating Small Molecules versus Therapeutic Peptides

499

2

0

31 Oct 2025

Cross-Domain Image Synthesis: Generating H&E from Multiplex Biomarker Imaging

Cross-Domain Image Synthesis: Generating H&E from Multiplex Biomarker Imaging

Jillur Rahman Saurav

158

0

0

05 Aug 2025

Generative adversarial framework to calibrate excursion set models for the 3D morphology of all-solid-state battery cathodes

Generative adversarial framework to calibrate excursion set models for the 3D morphology of all-solid-state battery cathodes

Johannes Schubert

Maximilian Luczak

Andreas Wiegmann

204

1

0

21 Mar 2025

Single-Step Bidirectional Unpaired Image Translation Using Implicit Bridge Consistency Distillation

Single-Step Bidirectional Unpaired Image Translation Using Implicit Bridge Consistency Distillation

394

4

0

19 Mar 2025

Patient Trajectory Prediction: Integrating Clinical Notes with Transformers

Patient Trajectory Prediction: Integrating Clinical Notes with Transformers

333

0

0

25 Feb 2025

PyPotteryInk: One-Step Diffusion Model for Sketch to Publication-ready Archaeological Drawings

PyPotteryInk: One-Step Diffusion Model for Sketch to Publication-ready Archaeological DrawingsJournal of Cultural Heritage (J. Cult. Herit.), 2025

Lorenzo Cardarelli

438

2

0

09 Feb 2025

Non-Invasive to Invasive: Enhancing FFA Synthesis from CFP with a
Benchmark Dataset and a Novel Network

Non-Invasive to Invasive: Enhancing FFA Synthesis from CFP with a Benchmark Dataset and a Novel Network

341

12

0

19 Oct 2024

Incorporating Classifier-Free Guidance in Diffusion Model-Based
Recommendation

Incorporating Classifier-Free Guidance in Diffusion Model-Based Recommendation

271

4

0

16 Sep 2024

A survey of synthetic data augmentation methods in computer vision

A survey of synthetic data augmentation methods in computer visionMachine Intelligence Research (MIR), 2024

385

86

0

15 Mar 2024

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