Update README.md

README.md

@@ -15,9 +15,13 @@ pipeline_tag: image-to-image
 library_name: diffusers
 ---
 
-## FLUX.1-Wireframe-dev-lora
+# FLUX.1-Wireframe-dev-lora for SpatialGen
 
-`FLUX.1 Wireframe [dev] LoRA` is a LoRA for [FLUX.1 [dev]](https://huggingface.co/black-forest-labs/FLUX.1-dev), capable of generating an image based on a text description while following the structure of given wireframe image.
+`FLUX.1 Wireframe [dev] LoRA` is an improved version of [FLUX.1-Layout-ControlNet](https://huggingface.co/manycore-research/FLUX.1-Layout-ControlNet), which serves as a key component of the [SpatialGen](https://manycore-research.github.io/SpatialGen/). `FLUX.1 Wireframe [dev] LoRA` is a LoRA for [FLUX.1 [dev]](https://huggingface.co/black-forest-labs/FLUX.1-dev), capable of generating an image based on a text description while following the structure of the given wireframe image.
+
+*   📖 [Paper: SPATIALGEN: Layout-guided 3D Indoor Scene Generation](https://huggingface.co/papers/2509.14981)
+*   🌐 [Project Page](https://manycore-research.github.io/SpatialGen)
+*   💻 [Code Repository](https://github.com/manycore-research/SpatialGen)
 
 ## Showcase