This repository is the official implementation of paper "Diffusion-based Generation, Optimization, and Planning in 3D Scenes". We introduce SceneDiffuser, a conditional generative model for 3D scene ...

Recently, diffusion models have achieved great success in image synthesis. However, when it comes to the layout-to-image generation where an image often has a complex scene of multiple objects, how to ...

To synthesize high-fidelity samples, diffusion models typically require auxiliary data to guide the generation process. However, it is impractical to procure the painstaking patch-level annotation ...

As the underlying computing power improves, diffusion models are being repurposed to simulate, predict and generate outcomes in fields far beyond the creative space.