Thread by @RanaHanocka

Thrilled to share "GANimator: Neural Motion Synthesis from a Single Sequence", in this upcoming #SIGGRAPH2022 🤩

GANimator can produce novel animations for unique creatures that don't have large motion datasets! For example, this hexapedal crab 🦀(1/4)

We are inspired by the seminal SinGAN paper 🚀 We only use the information within a single motion sequence! GANimator is a unified framework which addresses real applications in animation: eg crowd simulation, key-frame editing, style transfer, & interactive control (2/4)

GANimator produces both conditional & unconditional sequences that are reminiscent of the input motion. We generate sequences that still resemble the core elements of the original animation, while simultaneously synthesizing novel and diverse movements 🕺💃👯(3/4)

This work was done in collaboration w/ @PeizhuoL @AbermanKfir @jackzzhang @OlgaSorkineH . Check out our code and project page! (4/4) peizhuoli.github.io/ganimator/