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360 Tech Engineering
360 Tech Engineering
Oct 31, 2024 · Artificial Intelligence

HiCo: Hierarchical Controllable Diffusion Model for Layout-to-Image Generation

The paper introduces HiCo, a hierarchical controllable diffusion model that enables precise layout‑to‑image generation by decoupling object and background features through weight‑shared branches and a fusion module, achieving high‑quality results and efficient inference as demonstrated on the HiCo‑7K benchmark.

AI PaintingHiCoNeurIPS2024
0 likes · 9 min read
HiCo: Hierarchical Controllable Diffusion Model for Layout-to-Image Generation
360 Tech Engineering
360 Tech Engineering
Apr 17, 2024 · Artificial Intelligence

HiCo: A Hierarchical Controllable Diffusion Model for Layout‑to‑Image Generation

The 360 AI Research Institute introduces HiCo, a hierarchical controllable diffusion model that enables fine‑grained layout control across up to eight image regions, integrates seamlessly with existing Stable Diffusion ecosystems, and demonstrates superior performance on the GRIT‑VAL benchmark for layout‑aware image synthesis.

AI drawingHiCocontrollable generation
0 likes · 8 min read
HiCo: A Hierarchical Controllable Diffusion Model for Layout‑to‑Image Generation