32 citations · 35 across the 4 of their papers we have counts for
4 papers
Hyperbolic Optimal Transport
Yan Bin Ng, Xianfeng Gu
The optimal transport (OT) problem aims to find the most efficient mapping between two probability distributions under a given cost function, and has diverse applications in many f…
Action Forecasting with Feature-wise Self-Attention
Yan Bin Ng, Basura Fernando
We present a new architecture for human action forecasting from videos. A temporal recurrent encoder captures temporal information of input videos while a self-attention model is u…
Forecasting future action sequences with attention: a new approach to weakly supervised action forecasting
Yan Bin Ng, Basura Fernando
Future human action forecasting from partial observations of activities is an important problem in many practical applications such as assistive robotics, video surveillance and se…
Human Action Sequence Classification
Yan Bin Ng, Basura Fernando
This paper classifies human action sequences from videos using a machine translation model. In contrast to classical human action classification which outputs a set of actions, our…