LayoutGKN uses a differentiable path-based graph kernel over learned room embeddings to rank floor plans, matching LayoutGMN's accuracy at about 20x lower inference cost.
An Interactive Floor Plan Image Retrieval Framework Based on Structural Features
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LayoutGKN: Graph Similarity Learning of Floor Plans
LayoutGKN uses a differentiable path-based graph kernel over learned room embeddings to rank floor plans, matching LayoutGMN's accuracy at about 20x lower inference cost.