21 citations · 21 across the 1 of their papers we have counts for
3 papers
cs.CV2018
Tracking by Animation: Unsupervised Learning of Multi-Object Attentive Trackers
Zhen He, Jian Li, Daxue Liu +2
Online Multi-Object Tracking (MOT) from videos is a challenging computer vision task which has been extensively studied for decades. Most of the existing MOT algorithms are based o…
cs.CV2018
3D Human Pose Estimation with 2D Marginal Heatmaps
Aiden Nibali, Zhen He, Stuart Morgan +1
Automatically determining three-dimensional human pose from monocular RGB image data is a challenging problem. The two-dimensional nature of the input results in intrinsic ambiguit…
stat.ML2017★ 21 cited
Wider and Deeper, Cheaper and Faster: Tensorized LSTMs for Sequence Learning
Zhen He, Shaobing Gao, Liang Xiao +3
Long Short-Term Memory (LSTM) is a popular approach to boosting the ability of Recurrent Neural Networks to store longer term temporal information. The capacity of an LSTM network…