Haoming Liu

Histogram-constrained Image Generation

Haoming Liu, Yuanhe Guo, Yijia Cao, Shenji Wan, Hongyi Wen

Diffusion models have emerged as a dominant paradigm in generative modeling, enabling high-fidelity sampling from complex data distributions. Despite impressive capabilities, controlling diffusion models to produce outputs aligned with user intent remains an open challenge, espec…Read more