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Relevant Research Papers/ Datasets to Use #1

Open KryptixOne opened 1 year ago

skat00sh commented 1 year ago

Let's populate this issue shall we?

Relevant papers

  1. AvatarCLIP: Zero-Shot Text-Driven Generation and Animation of 3D Avatars Comment: The good thing is this gives us a good baseline model to begin with. The approach is clearly documented. We don't even have to read the paper first, we can start by reading this Blogpost: Creating an animated 3D character in Gradient with AvatarCLIP, unfortunately there was never a Part-2. Another advantage here is they use VAE and not diffusion yet which might be something we want to consider

Relevant Datasets

  1. SMPL: Skinned Multi-Person Linear Model For creating 3-D figurines
  2. AMASS: Archive of Motion Capture As Surface Shapes
KryptixOne commented 1 year ago

Relevant Papers

One-shot Implicit Animatable Avatars with Model-based Priors Nerfs. Input image -> avatar

Rodin: A Generative Model for Sculpting 3D Digital Avatars Using Diffusion Potentially useful knowledge as text -> 2D image is "easier" than text ->3D