Joonghyuk Shin

Traditional video world models falter in tracking hidden states beyond a limited training horizon, but two innovative mechanisms show promise for effective state retention and extrapolation.

Forget expensive 3D human datasets: DrPose directly fine-tunes multi-view diffusion models using only single-view images and human poses, leading to more natural 3D human reconstructions, particularly for dynamic poses.