87 citations · 375 across the 43 of their papers we have counts for
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cs.LG2017★ 9 cited
Tree Memory Networks for Modelling Long-term Temporal Dependencies
Tharindu Fernando, Simon Denman, Aaron McFadyen +2
In the domain of sequence modelling, Recurrent Neural Networks (RNN) have been capable of achieving impressive results in a variety of application areas including visual question a…
cs.CV2017★ 19 cited
Soft + Hardwired Attention: An LSTM Framework for Human Trajectory Prediction and Abnormal Event Detection
Tharindu Fernando, Simon Denman, Sridha Sridharan +1
As humans we possess an intuitive ability for navigation which we master through years of practice; however existing approaches to model this trait for diverse tasks including moni…