Roomer: Reflective Object-Grounded Model Editing and Repair for 3D Indoor Layout Synthesis
Roomer targets the leftover physical mistakes in generated rooms by tying each violation to the objects that caused it.
The framework represents a layout, reviews it for issues like collisions, blocked openings, out-of-bounds placement, and obstructed circulation, then proposes local edits. A deterministic solver checks candidate repairs before any change is accepted. The paper says edits are committed only after full-scene verification confirms the target problem is fixed without creating new hard violations or breaking protected constraints. The authors also introduce Roomer-CC for training and Roomer-Eval for testing validity and usability. HF Daily Papers' note
The framework represents a layout, reviews it for issues like collisions, blocked openings, out-of-bounds placement, and obstructed circulation, then proposes local edits. A deterministic solver checks candidate repairs before any change is accepted. The paper says edits are committed only after full-scene verification confirms the target problem is fixed without creating new hard violations or breaking protected constraints. The authors also introduce Roomer-CC for training and Roomer-Eval for testing validity and usability. HF Daily Papers' note
score 4