Search Results for author: Zeen Song

Found 3 papers, 1 papers with code

Hacking Task Confounder in Meta-Learning

1 code implementation10 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.

Meta-Learning Transfer Learning

Unleash Model Potential: Bootstrapped Meta Self-supervised Learning

no code implementations28 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.

Meta-Learning Self-Supervised Learning

Towards the Sparseness of Projection Head in Self-Supervised Learning

no code implementations18 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.

Contrastive Learning Self-Supervised Learning

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