Awesome AI in Beauty Industry💄

A collection of resources on AI in the beauty and cosmetics industry.

Content

• • [ ] 1. Description
• • [ ] 2. Quantitative Evaluation Metrics
• • [ ] 3. Datasets
• • [ ] 4. Paper With Code
  • • [ ] Survey
  • • [ ] 2023
  • • [ ] 2022
  • • [ ] 2021
  • • [ ] 2020
  • • [ ] 2019
  • • [ ] 2018

• Contact Me

1.Description

2.Quantitative Evaluation Metrics

3.Datasets

(Coming soon.)

4.Paper With Code

• Survey

• 2023

  • (ACMMM 2023) [💬Fashion Synthesis] SGDiff: A Style Guided Diffusion Model for Fashion Synthesis, Zhengwentai Sun et al. [Paper]
  • (arXiv preprint 2023) [💬Fashion Design] DiffFashion: Reference-based Fashion Design with Structure-aware Transfer by Diffusion Models, Shidong Cao et al. [Paper] [Code]

• 2022

  • (Knowledge-Based Systems) [💬Makeup Transfer] TSEV-GAN: Generative Adversarial Networks with Target-aware Style Encoding and Verification for facial makeup transfer, Zhen Xu et al. [Paper]
  • (ECCV 2022) [💬Hairstyle Transfer] Style Your Hair: Latent Optimization for Pose-Invariant Hairstyle Transfer via Local-Style-Aware Hair Alignment, Taewoo Kim et al. [Paper] [Code]
  • (ECCV 2022) [💬Makeup Transfer] EleGANt: Exquisite and Locally Editable GAN for Makeup Transfer, Chenyu Yang et al. [Paper] [Code]
  • (CVPR 2022) [💬Retouching] ABPN: Adaptive Blend Pyramid Network for Real-Time Local Retouching of Ultra High-Resolution Photo, Biwen Lei et al. [Paper] [Models]
  • (CVPR 2022) [💬Makeup Transfer & Protecting Facial Privacy] Protecting Facial Privacy: Generating Adversarial Identity Masks via Style-robust Makeup Transfer, Shengshan Hu et al. [Paper]
  • (AAAI 2022) [💬Makeup Transfer & Removal] SSAT: A Symmetric Semantic-Aware Transformer Network for Makeup Transfer and Removal, Zhaoyang Sun et al. [Paper] [Code]

• 2021

  • (TPAMI 2021) [💬Makeup Transfer & Removal] PSGAN++: Robust Detail-Preserving Makeup Transfer and Removal, Si Liu et al. [Paper]
  • (CVPR 2021) [💬Makeup Transfer] Spatially-invariant Style-codes Controlled Makeup Transfer, Han Deng et al. [Paper] [Code]
  • (CVPR 2021 AI for Content Creation Workshop) [💬Makeup Transfer for video] Deep Graphics Encoder for Real-Time Video Makeup Synthesis from Example, Robin Kips et al. [Paper]
  • (CVPR 2021) [💬Makeup Transfer] Lipstick ain't enough: Beyond Color Matching for In-the-Wild Makeup Transfer, Thao Nguyen et al. [Paper] [Code]
  • (IJCAI 2021) [💬Makeup Generation] Adv-Makeup: A New Imperceptible and Transferable Attack on Face Recognition, Bangjie Yin et al. [Paper]

• 2020

  • (IJCAI 2020) [💬Makeup Transfer] Real-World Automatic Makeup via Identity Preservation Makeup Net, Zhikun Huang et al. [Paper] [Code]
  • (CVPR 2020) [💬Makeup Transfer] PSGAN: Pose and Expression Robust Spatial-Aware GAN for Customizable Makeup Transfer, Wentao Jiang et al. [Paper] [Code]

• 2019

  • (arXiv preprint 2019) [💬Makeup Transfer] Disentangled Makeup Transfer with Generative Adversarial Network, Honglun Zhang et al. [Paper] [Code]

• 2018

Contact Me

• Yutong ZHOU in Interaction Laboratory, Ritsumeikan University. ヽ(￣ω￣(￣ω￣〃)ゝ

• If you have any question, please feel free to contact Yutong ZHOU (E-mail: [email protected]).