Optimal Linear Subspace Search: Learning to Construct Fast and High-Quality Schedulers for Diffusion Models

Author:

Duan Zhongjie1ORCID,Wang Chengyu2ORCID,Chen Cen1ORCID,Huang Jun2ORCID,Qian Weining1ORCID

Affiliation:

1. East China Normal University, Shanghai, China

2. Alibaba Group, Hangzhou, China

Funder

National Natural Science Foundation of China

Alibaba Group

Publisher

ACM

Reference42 articles.

1. Åke Björck . 1990. Least squares methods. Handbook of numerical analysis , Vol. 1 ( 1990 ), 465--652. Åke Björck. 1990. Least squares methods. Handbook of numerical analysis, Vol. 1 (1990), 465--652.

2. Numerical methods for ordinary differential equations in the 20th century

3. Diffusion models beat gans on image synthesis;Dhariwal Prafulla;Advances in Neural Information Processing Systems,2021

4. Patrick Esser , Johnathan Chiu , Parmida Atighehchian , Jonathan Granskog , and Anastasis Germanidis . 2023. Structure and content-guided video synthesis with diffusion models. arXiv preprint arXiv:2302.03011 ( 2023 ). Patrick Esser, Johnathan Chiu, Parmida Atighehchian, Jonathan Granskog, and Anastasis Germanidis. 2023. Structure and content-guided video synthesis with diffusion models. arXiv preprint arXiv:2302.03011 (2023).

5. ERNIE-ViLG 2.0: Improving Text-to-Image Diffusion Model with Knowledge-Enhanced Mixture-of-Denoising-Experts

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