Machine Heart

Sep 28, 2026 · Artificial Intelligence

SceneMosaic: Fast, Diverse 3D Scene Generation from a Single Image

SceneMosaic generates diverse, physically valid 3D room layouts from a single image by combining image priors for speed, agent-based layout evolution for accuracy, and local patch decomposition for combinatorial diversity, achieving 24x speedup over baselines with zero collision rate.