1 code implementation • 10 Dec 2023 • Jingyao Wang, Yi Ren, Zeen Song, Jianqi Zhang, Changwen Zheng, Wenwen Qiang
However, our experiments reveal an unexpected result: there is negative knowledge transfer between tasks, affecting generalization performance.
no code implementations • 28 Aug 2023 • Jingyao Wang, Zeen Song, Wenwen Qiang, Changwen Zheng
The long-term goal of machine learning is to learn general visual representations from a small amount of data without supervision, mimicking three advantages of human cognition: i) no need for labels, ii) robustness to data scarcity, and iii) learning from experience.
no code implementations • 18 Jul 2023 • Zeen Song, Xingzhe Su, Jingyao Wang, Wenwen Qiang, Changwen Zheng, Fuchun Sun
In recent years, self-supervised learning (SSL) has emerged as a promising approach for extracting valuable representations from unlabeled data.