SENSE is a controllable diffusion model that jointly generates realistic urban satellite imagery and aligned building energy consumption and height maps from road networks and density inputs, improving downstream tasks with under 20% labeled data.
2014.Ashrae Guideline 14-2014: Measurement of Energy, De- mand and Water Savings
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SENSE: Satellite-based ENergy Synthesis for Sustainable Environment
SENSE is a controllable diffusion model that jointly generates realistic urban satellite imagery and aligned building energy consumption and height maps from road networks and density inputs, improving downstream tasks with under 20% labeled data.