This project creates a visual-mental-physical circuit between a Generative Adversarial Network (GAN), a co-robotic arm, and a five-year-old child. From training images to the latent space of a GAN, through pen on paper to a live human collaborator, it establishes a series of translational stages between humans and non-humans played out through the medium of drawing. The results are of interest both for being outside of adult conventions and learned expression — like Dubuffet's art brut or Surrealist automatism — and for how they align machine learning with the human act of learning to draw.

Access to SIGGRAPH 2022 Technical and Art Papers programming is available at varying registration levels. Learn more and register for the conference at s2022.SIGGRAPH.org/register.

ACM, the Association for Computing Machinery, is the world's largest educational and scientific computing society, uniting educators, researchers, and professionals to inspire dialogue, share resources, and address the field's challenges. ACM SIGGRAPH is a special interest group within ACM that serves as an interdisciplinary community for members in research, technology, and applications in computer graphics and interactive techniques. The SIGGRAPH conference is the world's leading annual interdisciplinary educational experience showcasing the latest in computer graphics and interactive techniques. SIGGRAPH 2022, the 49th annual conference hosted by ACM SIGGRAPH, will take place as a hybrid event, with live events 8–11 August at the Vancouver Contention Centre and virtual content available starting 25 July through 31 October. Click here for news from the conference and its partners.

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