Despite rapid advancements over the past several years, the conditional generative adversarial networks (cGANs) are still far from being perfect. Although one of the major concerns of the cGANs is how ...

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This paper proposes a novel Class Conditional Generative Adversarial Network (CCGAN) tailored for the inverse design of high-resolution nanophotonic device images, with a focus on achieving optimal ...