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RoPEMover: Depth-Aware Object Relocation via Positional Embeddings

RoPEMover manipulates diffusion transformer position embeddings to move objects with depth-aware 3D geometry, preserving identity, occlusions, and shadows with minimal real data.

Ipek Oztas, Duygu Ceylan, Aybars B Aksoy, Aysegul Dundar

Atlanta Poster Session 6, Fri, Dec 11, 4:30 PM–7:30 PM, Hall C1 · Published 2026

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AI panel: 8 of 20 reviewers recommend it
lenient 4/5
medium 4/10
strict 0/5