FashionDiff: A Controllable Diffusion Model Using Pairwise Fashion Elements for Intelligent Design

Author:

Yan Han1ORCID,Zhang Haijun1ORCID,Mu Xiangyu1ORCID,Fan Jicong2ORCID,Zhang Zhao3ORCID

Affiliation:

1. Harbin Institute of Technology, Shenzhen, Shenzhen, China

2. The Chinese University of Hong Kong, Shenzhen & Shenzhen Research Institute of Big Data, Shenzhen, China

3. Hefei University of Technology, Hefei, China

Funder

Guangdong Basic and Applied Basic Research Foundation

Shenzhen Research Institute of Big Data Research Foundation

Shenzhen Science and Technology Program

National Natural Science Foundation of China

HITSZ-J\&A Joint Laboratory of Digital Design and Intelligent Fabrication

Publisher

ACM

Reference40 articles.

1. Jooyoung Choi , Sungwon Kim , Yonghyun Jeong , Youngjune Gwon , and Sungroh Yoon . 2021 . Ilvr: Conditioning method for denoising diffusion probabilistic models. arXiv preprint arXiv:2108.02938 (2021). Jooyoung Choi, Sungwon Kim, Yonghyun Jeong, Youngjune Gwon, and Sungroh Yoon. 2021. Ilvr: Conditioning method for denoising diffusion probabilistic models. arXiv preprint arXiv:2108.02938 (2021).

2. Yunjey Choi , Minje Choi , Munyoung Kim , Jung-Woo Ha , Sunghun Kim , and Jaegul Choo . 2018 . Stargan: Unified generative adversarial networks for multi-domain image-to-image translation. In CVPR. 8789--8797. Yunjey Choi, Minje Choi, Munyoung Kim, Jung-Woo Ha, Sunghun Kim, and Jaegul Choo. 2018. Stargan: Unified generative adversarial networks for multi-domain image-to-image translation. In CVPR. 8789--8797.

3. StarGAN v2: Diverse Image Synthesis for Multiple Domains

4. Yi Rui Cui , Qi Liu , Cheng Ying Gao, and Zhongbo Su . 2018 . Fashiongan : Display your fashion design using conditional generative adversarial nets. In Computer Graphics Forum, Vol. 37 . Wiley Online Library , 109--119. Yi Rui Cui, Qi Liu, Cheng Ying Gao, and Zhongbo Su. 2018. Fashiongan: Display your fashion design using conditional generative adversarial nets. In Computer Graphics Forum, Vol. 37. Wiley Online Library, 109--119.

5. Edit Like A Designer

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Diffusion Models for Generative Outfit Recommendation;Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval;2024-07-10

2. Is Fashion Design Reaching Singularity by AI?;Journal of Japan Society of Kansei Engineering;2024-03-31

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