representing

appears in 1 paper titles

Definition

The act of choosing how something is encoded so a model can work with it. Titles like "Representing Scenes as Neural Radiance Fields" put the representation forward as the contribution, because that choice — mesh, voxel grid, continuous function, cloud of Gaussians — determines what is easy to optimize and how fast it renders.

Explainers using this term

The State of 3D Generation — From NeRF to Gaussian SplattingNeRF: Representing Scenes as Neural Radiance Fields for View Synthesis