33Lab Weekly Meeting Paper Review
Presenter: Daye Kim (Undergraduate Student)
Lab Website: 33lab.org
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Paper Information
Title: MagicClay: Sculpting Meshes With Generative Neural Fields
Venue: SA '24
URL: dl.acm.org/doi/full/10.1145/3680528.3687627
Abstract
The recent developments in neural fields have brought phenomenal capabilities to the field of shape generation, but they lack crucial properties, such as incremental control - a fundamental requirement for artistic work. Triangular meshes, on the other hand, are the representation of choice for most geometry-related tasks, offering efficiency and intuitive control, but do not lend themselves to neural optimization. To support downstream task...