Null-text Guidance in Diffusion Models is Secretly a Cartoon-style Creator

Author:

Zhao Jing1ORCID,Zheng Heliang2ORCID,Wang Chaoyue2ORCID,Lan Long1ORCID,Huang Wanrong1ORCID,Yang Wenjing1ORCID

Affiliation:

1. College of Computer Science and Technology, National University of Defense Technology, Changsha, China

2. JD Explore Academy, Beijing, China

Funder

National Natural Science Foundation of China

Postgraduate Scientific Research Innovation Project of Hunan Province

National Key R&D Program of China

Publisher

ACM

Reference41 articles.

1. Jihye Back . 2021. Fine-Tuning StyleGAN2 For Cartoon Face Generation. CoRR , Vol. abs/ 2106 .12445 ( 2021 ). Jihye Back. 2021. Fine-Tuning StyleGAN2 For Cartoon Face Generation. CoRR, Vol. abs/2106.12445 (2021).

2. Armando Cabrera , Miriam Cha , Prafull Sharma , and Michael Newey . 2022. SAR-to-EO Image Translation with Multi-Conditional Adversarial Networks. CoRR , Vol. abs/ 2207 .13184 ( 2022 ). Armando Cabrera, Miriam Cha, Prafull Sharma, and Michael Newey. 2022. SAR-to-EO Image Translation with Multi-Conditional Adversarial Networks. CoRR, Vol. abs/2207.13184 (2022).

3. Jie Chen , Gang Liu , and Xin Chen . 2019 . AnimeGAN: A Novel Lightweight GAN for Photo Animation. In Artificial Intelligence Algorithms and Applications - 11th International Symposium , ISICA 2019 , Guangzhou, China , November 16-17, 2019, Revised Selected Papers (Communications in Computer and Information Science, Vol. 1205), Kangshun Li, Wei Li, Hui Wang, and Yong Liu (Eds.). Springer, 242--256. Jie Chen, Gang Liu, and Xin Chen. 2019. AnimeGAN: A Novel Lightweight GAN for Photo Animation. In Artificial Intelligence Algorithms and Applications - 11th International Symposium, ISICA 2019, Guangzhou, China, November 16-17, 2019, Revised Selected Papers (Communications in Computer and Information Science, Vol. 1205), Kangshun Li, Wei Li, Hui Wang, and Yong Liu (Eds.). Springer, 242--256.

4. Flocking Control Algorithms Based on the Diffusion Model for Unmanned Aerial Vehicle Systems

5. Yang Chen , Yu-Kun Lai , and Yong-Jin Liu . 2018 . CartoonGAN: Generative Adversarial Networks for Photo Cartoonization. In 2018 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2018 , Salt Lake City, UT, USA , June 18-22, 2018. Computer Vision Foundation / IEEE Computer Society, 9465--9474. Yang Chen, Yu-Kun Lai, and Yong-Jin Liu. 2018. CartoonGAN: Generative Adversarial Networks for Photo Cartoonization. In 2018 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2018, Salt Lake City, UT, USA, June 18-22, 2018. Computer Vision Foundation / IEEE Computer Society, 9465--9474.

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