Learning Signal-Agnostic Manifolds of Neural Fields

Yilun Du, Katherine M. Collins, Joshua B. Tenenbaum +1

Deep neural networks have been used widely to learn the latent structure of datasets, across modalities such as images, shapes, and audio signals. However, existing models are gene…