A multimodal-LLM planner, polygon-based layout masks, and SVD-based structure injection combine to improve spatial and textual control of pre-trained text-to-image diffusion models.
Diffit: Diffusion vision transformers for im- age generation
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LLMControl: Grounded Control of Text-to-Image Diffusion-based Synthesis with Multimodal LLMs
A multimodal-LLM planner, polygon-based layout masks, and SVD-based structure injection combine to improve spatial and textual control of pre-trained text-to-image diffusion models.