Serena Yeung

Learning hierarchical invariant spatio-temporal features for action recognition with independent subspace analysis

Quoc V. Le, Will Y. Zou, Serena Yeung et al. · 2011 · 982 citations

Engineering, Machine Learning, Video Domain +19

End-to-End Learning of Action Detection from Frame Glimpses in Videos

Serena Yeung, Olga Russakovsky, Greg Mori et al. · 2016 · 617 citations

Artificial Intelligence, Engineering, Machine Learning +20

Every Moment Counts: Dense Detailed Labeling of Actions in Complex Videos

Serena Yeung, Olga Russakovsky, Ning Jin et al. · International Journal of Computer Vision · 2017 · 360 citations

Cognitive Science, Image Analysis, Machine Learning +14

GLoRIA: A Multimodal Global-Local Representation Learning Framework for Label-efficient Medical Image Recognition

Shih-Cheng Huang, Liyue Shen, Matthew P. Lungren et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 358 citations

Few-shot Learning, Convolutional Neural Network, Multiple Instance Learning +18

Tool Detection and Operative Skill Assessment in Surgical Videos Using Region-Based Convolutional Neural Networks

Amy Jin, Serena Yeung, Jeffrey K. Jopling et al. · 2018 · 283 citations

Tool Presence Detection, Convolutional Neural Network, Engineering +22