206 citations · 209 across the 2 of their papers we have counts for
3 papers
cs.CV2020★ 3 cited
Real-time Human Activity Recognition Using Conditionally Parametrized Convolutions on Mobile and Wearable Devices
Xin Cheng, Lei Zhang, Yin Tang +3
Recently, deep learning has represented an important research trend in human activity recognition (HAR). In particular, deep convolutional neural networks (CNNs) have achieved stat…
cs.CV2019
Conditionally Learn to Pay Attention for Sequential Visual Task
Jun He, Quan-Jie Cao, Lei Zhang
Sequential visual task usually requires to pay attention to its current interested object conditional on its previous observations. Different from popular soft attention mechanism,…
cs.LG2019★ 206 cited
Attention-based Convolutional Neural Network for Weakly Labeled Human Activities Recognition with Wearable Sensors
Kun Wang, Jun He, Lei Zhang
Unlike images or videos data which can be easily labeled by human being, sensor data annotation is a time-consuming process. However, traditional methods of human activity recognit…