Lin Chen

TransMatch: A Transfer-Learning Scheme for Semi-Supervised Few-Shot Learning

Zhongjie Yu, Lin Chen, Zhongwei Cheng et al. · 2020 · 128 citations

Artificial Intelligence, Few-shot Learning, Engineering +16

Laplacian Embedded Regression for Scalable Manifold Regularization

Lin Chen, Ivor W. Tsang, Dong Xu · IEEE Transactions on Neural Networks and Learning Systems · 2012 · 57 citations

Engineering, Machine Learning, Data Science +13

Event Recognition in Videos by Learning from Heterogeneous Web Sources

Lin Chen, Lixin Duan, Dong Xu · 2013 · 49 citations

Web Images, Multiple Instance Learning, Engineering +21

Predicting Multiple Attributes via Relative Multi-task Learning

Lin Chen, Qiang Zhang, Baoxin Li · 2014 · 48 citations

Artificial Intelligence, Few-shot Learning, Multiple Instance Learning +18

Open Set Domain Adaptation With Soft Unknown-Class Rejection

Yiming Xu, Lin Chen, Lixin Duan et al. · IEEE Transactions on Neural Networks and Learning Systems · 2021 · 37 citations

Artificial Intelligence, Natural Language Processing, Target Domain +14