Zi-Xi Huang

Dynamic 3D scene compression does not require specialized motion models—simply appending frame indices to Gaussians and feeding them into off-the-shelf static codecs slashes bitrates by up to 71.8%.

Programmatic skill learning can slash agent costs while enhancing performance, with SpeedRunner leading the charge in cost-efficient adaptation.