TokenCompose: Grounding Diffusion with Token-level Supervision

1 code implementation • 6 Dec 2023 • ZiRui Wang, Zhizhou Sha, Zheng Ding, Yilin Wang, Zhuowen Tu

We present TokenCompose, a Latent Diffusion Model for text-to-image generation that achieves enhanced consistency between user-specified text prompts and model-generated images.

Denoising Object +1

Dolfin: Diffusion Layout Transformers without Autoencoder

no code implementations • 25 Oct 2023 • Yilin Wang, Zeyuan Chen, Liangjun Zhong, Zheng Ding, Zhizhou Sha, Zhuowen Tu

In this paper, we introduce a novel generative model, Diffusion Layout Transformers without Autoencoder (Dolfin), which significantly improves the modeling capability with reduced complexity compared to existing methods.