Anh Thi Luu

Coarse to Fine: Iterative Adversarial Neural Cellular Automata for Medical Image Synthesis

StyleGANCA is proposed, the first lightweight general-purpose NCA-based generative adversarial network, enabling latent-controlled image generation through iterative local interactions and achieving competitive image quality with substantially fewer parameters than baseline architectures.