PhysiCalWorld: In-Context Physics Calibration for World Models.

arXiv:2610.30125v1 Announce Type: cross Abstract: Existing world models typically perceive a scene through current visual frame or a narrow history window. However, these observations may not reveal the physics properties that determine transition dynamics, su