189 citations · 314 across the 11 of their papers we have counts for
Showing 2021Show all
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cs.CV2021★ 2 cited
Semi-supervised learning for medical image classification using imbalanced training data
Tri Huynh, Aiden Nibali, Zhen He
Medical image classification is often challenging for two reasons: a lack of labelled examples due to expensive and time-consuming annotation protocols, and imbalanced class labels…
cs.CV2021★ 29 cited
Pose is all you need: The pose only group activity recognition system (POGARS)
Haritha Thilakarathne, Aiden Nibali, Zhen He +1
We introduce a novel deep learning based group activity recognition approach called the Pose Only Group Activity Recognition System (POGARS), designed to use only tracked poses of…
cs.LG2021★ 12 cited
Enhancing Trajectory Prediction using Sparse Outputs: Application to Team Sports
Brandon Victor, Aiden Nibali, Zhen He +1
Sophisticated trajectory prediction models that effectively mimic team dynamics have many potential uses for sports coaches, broadcasters and spectators. However, through experimen…