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Oct 13, 2025
Learning About GANs Showed Me Why AI Needs More Local Data
Generative Adversarial Networks (GANs) are a type of machine learning model. GANs are used to generate images of entirely new cats...
Oct 01, 2025
From CycleGAN to DDPM: Advanced Techniques in Medical Ultrasound Image Synthesis
This article reviews the state-of-the-art in image-to-image translation, focusing on the evolution of GANs and CycleGAN for medica...
Oct 01, 2025
Overcoming Data Scarcity: Semantic-Enhanced CycleGAN for Medical Ultrasound Synt...
This article introduces S-CycleGAN, an advanced deep learning model that generates high-quality synthetic ultrasound images from C...
