ISAP-3D: Identity-Slot Aligned Part-Aware 3D Generation 事件

ISAP-3D: Identity-Slot Aligned Part-Aware 3D Generation arXiv:2606.12099v1 Announce Type: new Abstract: Part-aware 3D generation aims to synthesize structured objects with semantically meaningful components, yet often suffers from structural ambiguity due to identity-layout entanglement. Existing methods either infer part identity and spatial layout implicitly, which can lead to unstable part allocation (e.g., slot swapping or part merging), or rely on strong layout conditions that are difficul