36 citations · 61 across the 3 of their papers we have counts for
3 papers
q-bio.GN2021
RNA Alternative Splicing Prediction with Discrete Compositional Energy Network
Alvin Chan, Anna Korsakova, Yew-Soon Ong +3
A single gene can encode for different protein versions through a process called alternative splicing. Since proteins play major roles in cellular functions, aberrant splicing prof…
cs.LG2021★ 36 cited
Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with Parameters
Aston Zhang, Yi Tay, Shuai Zhang +4
Recent works have demonstrated reasonable success of representation learning in hypercomplex space. Specifically, "fully-connected layers with Quaternions" (4D hypercomplex numbers…
cs.CV2020★ 25 cited
Player Identification in Hockey Broadcast Videos
Alvin Chan, Martin D. Levine, Mehrsan Javan
We present a deep recurrent convolutional neural network (CNN) approach to solve the problem of hockey player identification in NHL broadcast videos. Player identification is a dif…