POD-RoPE: Rotary Position Encoding over Physical Observation Distributions for Embodied AI.

arXiv:2610.33745v2 Announce Type: replace-cross Abstract: Embodied perception requires positional representations that capture both physical geometry and the spatial and temporal extent of observations. We introduce POD-RoPE (Physical Observation Distribution