Deep self-supervised representation learning for free-hand sketch

• Main Authors: Xu, Peng, Song, Zeyu, Yin, Qiyue, Song, Yi-Zhe, Wang, Liang
• 其他作者: School of Computer Science and Engineering
• 格式: Article
• 語言: English
• 出版: 2022
• 主題: Engineering::Computer science and engineering; Feature Extraction; Task Analysis
• 在線閱讀: https://hdl.handle.net/10356/160523

In this paper, we tackle for the first time, the problem of self-supervised representation learning for free-hand sketches. This importantly addresses a common problem faced by the sketch community - that annotated supervisory data are difficult to obtain. This problem is very challenging in which s...