The official implementation of Generative Neural Fields by Mixtures of Neural Implicit Functions CAVIA simultaneously conducts adaptation and evaluation of given samples. sh ...

Abstract: Recently, the single image super-resolution based on implicit image function is a hot topic, which learns a universal model for arbitrary upsampling scales. By contrast, color-guided depth ...

Abstract: 3D human reconstruction aims to recover the 3D mesh of clothed-human from multi-view images. Recently, deep implicit function methods have won great success in this task for their detailed ...

If you want to experiment with Siren, we have written a Colab. It's quite comprehensive and comes with a no-frills, drop-in implementation of SIREN. It doesn't ...