31 citations · 63 across the 9 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
cs.CV2019★ 31 cited
Maintaining Discrimination and Fairness in Class Incremental Learning
Bowen Zhao, Xi Xiao, Guojun Gan +2
Deep neural networks (DNNs) have been applied in class incremental learning, which aims to solve common real-world problems of learning new classes continually. One drawback of sta…
cs.MM2019★ 11 cited
AdaCompress: Adaptive Compression for Online Computer Vision Services
Hongshan Li, Yu Guo, Zhi Wang +2
With the growth of computer vision based applications and services, an explosive amount of images have been uploaded to cloud servers which host such computer vision algorithms, us…
cs.LG2019★ 1 cited
Self-Paced Probabilistic Principal Component Analysis for Data with Outliers
Bowen Zhao, Xi Xiao, Wanpeng Zhang +2
Principal Component Analysis (PCA) is a popular tool for dimensionality reduction and feature extraction in data analysis. There is a probabilistic version of PCA, known as Probabi…