EV-JEPA: Elastic V-JEPA for Any Device and Cross-Device Inference.

arXiv:2610.14324v2 Announce Type: replace-cross Abstract: Foundation models like V-JEPA are increasingly deployed across a heterogeneous edge-cloud continuum spanning smart glasses, phones, robots, and servers. Yet, they are typically trained as rigid, fixed-c