I-Scene learns better spatial knowlesge using only 25K randomly composed instances.

🔑 Key insight: We reprogram the instance generator to infer support, proximity, and symmetry from purely geometric cues for generating interactive scenes.

🧠 Scene-context attention 👁️ View-centric space 🧱 Random composition beats expensive curation