56 citations · 120 across the 5 of their papers we have counts for
5 papers
Efficient Online Transfer Learning for 3D Object Classification in Autonomous Driving
Rui Yang, Zhi Yan, Tao Yang +1
Autonomous driving has achieved rapid development over the last few decades, including the machine perception as an important issue of it. Although object detection based on conven…
Deep Image-to-Video Adaptation and Fusion Networks for Action Recognition
Yang Liu, Zhaoyang Lu, Jing Li +2
Existing deep learning methods for action recognition in videos require a large number of labeled videos for training, which is labor-intensive and time-consuming. For the same act…
Global Temporal Representation based CNNs for Infrared Action Recognition
Yang Liu, Zhaoyang Lu, Jing Li +2
Infrared human action recognition has many advantages, i.e., it is insensitive to illumination change, appearance variability, and shadows. Existing methods for infrared action rec…
Hierarchically Learned View-Invariant Representations for Cross-View Action Recognition
Yang Liu, Zhaoyang Lu, Jing Li +1
Recognizing human actions from varied views is challenging due to huge appearance variations in different views. The key to this problem is to learn discriminant view-invariant rep…
Disentangled Variational Auto-Encoder for Semi-supervised Learning
Yang Li, Quan Pan, Suhang Wang +3
Semi-supervised learning is attracting increasing attention due to the fact that datasets of many domains lack enough labeled data. Variational Auto-Encoder (VAE), in particular, h…