Concepedia

Style Transfer

Style Transfer is a computational method that synthesizes the visual or textual characteristics of a source style onto target content while preserving its underlying structure, distinguishing it from other rendering or generation techniques by its focus on aesthetic or stylistic adaptation.

841

Publications

86K

Citations

2.8K

Authors

682

Institutions

Publications per year

2017–2026

790

Parents

Publications

841

Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks

Jun-Yan Zhu, Taesung Park, Phillip Isola et al. · 2017 · 21.9K citations · Full text

, , +9

Arbitrary Style Transfer in Real-Time with Adaptive Instance Normalization

Xun Huang, Serge Belongie · 2017 · 4.9K citations

, , +11

Generative Adversarial Networks: An Overview

Antonia Creswell, Tom White, Vincent Dumoulin et al. · IEEE Signal Processing Magazine · 2018 · 4.4K citations · Full text

, , +11

Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks

Jun-Yan Zhu, Taesung Park, Phillip Isola et al. · arXiv (Cornell University) · 2017 · 2.3K citations · Full text

, , +9

Data augmentation for improving deep learning in image classification problem

Agnieszka Mikołajczyk, Michał Grochowski · 2018 · 1.7K citations

, , +13

1–5 of 841

Authors

2.8K

  1. JL
    Jiaying Liu

    Peking University, China

    17 publications · 1.2K citations

    17

    h-index

  2. SY
    Shuai Yang

    Peking University, China

    15 publications · 758 citations

    14

    h-index

  3. JL
    Jing Liao

    City University of Hong Kong, Hong Kong SAR China

    14 publications · 1.9K citations

    13

    h-index

  4. WD
    Weiming Dong

    Institute of Automation, China

    14 publications · 1.5K citations

    13

    h-index

  5. LZ
    Lei Zhao

    Zhejiang University, China

    13 publications · 619 citations

    13

    h-index

1–5 of 2.8K

Institutions

682

  1. Peking University

    Beijing, China

    24 h-index

    107 publications

    9.1K citations

  2. Adobe Systems (United States)

    San Jose, United States

    24 h-index

    63 publications

    8.6K citations

  3. Tsinghua University

    Beijing, China

    22 h-index

    87 publications

    5K citations

  4. Zhejiang University

    Hangzhou, China

    21 h-index

    119 publications

    5.8K citations

  5. Chinese Academy of Sciences

    Beijing, China

    20 h-index

    67 publications

    5.7K citations

  6. University of Chinese Academy of Sciences

    Beijing, China

    18 h-index

    54 publications

    4K citations

  7. Google (United States)

    Mountain View, United States

    16 h-index

    56 publications

    9.3K citations

  8. Tencent (China)

    Shenzhen, China

    15 h-index

    38 publications

    3.7K citations

1–8 of 682

Venues

  1. arXiv (Cornell University)

    Repository · 160 publications · 10.4K citations

    40

    h-index

  2. ACM Transactions on Graphics

    TOG · 24 publications · 2.5K citations

    22

    h-index

  3. IEEE Transactions on Image Processing

    20 publications · 1.4K citations

    20

    h-index

  4. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 24 publications · 1.6K citations

    20

    h-index

  5. IEEE Transactions on Multimedia

    15 publications · 936 citations

    14

    h-index

1–5