PlaneCycle: Training-Free 2D-to-3D Lifting of Foundation Models Without Adapters

Yinghong Yu, Guangyuan Li, Jiancheng Yang

Large-scale 2D foundation models exhibit strong transferable representations, yet extending them to 3D volumetric data typically requires retraining, adapters, or architectural red…