A Stable Diffusion model fine-tuned with LoRA and guided by ControlNet generates residential layouts from text prompts that describe room counts, sizes, and connections, with claimed improvements over two baselines.
The LoRA network dimension was set to 32, undergoing training across 10 epochs with a batch size of 14
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.AI 1years
2025 1verdicts
REJECT 1representative citing papers
citing papers explorer
-
Text Semantics to Flexible Design: A Residential Layout Generation Method Based on Stable Diffusion Model
A Stable Diffusion model fine-tuned with LoRA and guided by ControlNet generates residential layouts from text prompts that describe room counts, sizes, and connections, with claimed improvements over two baselines.