Fei Sha

Geodesic flow kernel for unsupervised domain adaptation

Boqing Gong, Yuan Shi, Fei Sha et al. · 2012 · 2.2K citations

Target Domain, Engineering, Machine Learning +17

Shallow parsing with conditional random fields

Fei Sha, Fernando Pereira · 2003 · 1.2K citations · Full text

Structured Prediction, Syntactic Parsing, Engineering +19

Few-Shot Learning via Embedding Adaptation With Set-to-Set Functions

Han-Jia Ye, Hexiang Hu, De‐Chuan Zhan et al. · 2020 · 720 citations

Artificial Intelligence, Few-shot Learning, Engineering +17

Synthesized Classifiers for Zero-Shot Learning

Soravit Changpinyo, Wei‐Lun Chao, Boqing Gong et al. · 2016 · 712 citations

Artificial Intelligence, Few-shot Learning, Geometric Learning +16

Learning a kernel matrix for nonlinear dimensionality reduction

Kilian Q. Weinberger, Fei Sha, Lawrence K. Saul · 2004 · 519 citations

Engineering, Machine Learning, Manifold Modeling +18