Leader in the Latent Space

潜空间中的领导者

Generative Adversarial Networks (GANs), digital synthesis
生成式对抗网络(GANS)、数码合成
2025

The generated images of leaders, who do not exist in the real world.  生成的领导者形象,他们在现实世界里并不存在

The temperament of a leader is often regarded as the accumulation of life experiences, ways of thinking, and inner beliefs. This profound accumulation grants the leader unique judgment, decisiveness, and leadership charisma. GAN is a technology with powerful learning and generative capabilities. It uses two neural networks—the generator and the discriminator—that constantly compete and optimize, extracting key features from a large number of samples.

 So, can the abstract quality of “leadership temperament” also be refined and generated? Driven by this curiosity, Wang Changcheng attempts to use GAN technology to replicate the aura and authority of leaders.

       领导者的气质通常被认为是生活经历、思维方式和内心信念的积淀,这种深厚的积淀赋予了领导者独特的判断力、决断力和领导魅力。GAN是一种具有强大学习和生成能力的技术,它通过两个神经网络:生成器与判别器,不断对抗、优化,从大量样本中提炼出关键特征。
       那么“领袖气质”这种抽象的特质,是否也能够提炼与生成呢?出于这份好奇,王长城尝试运用GAN技术来复制领导者的气度与权威。

The flags and badges in the image are also the result of neural network training.   图像中的旗帜与徽章也是神经网络训练的结果

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