6 citations · 15 across the 4 of their papers we have counts for
5 papers
Generating private data with user customization
Xiao Chen, Thomas Navidi, Ram Rajagopal
Personal devices such as mobile phones can produce and store large amounts of data that can enhance machine learning models; however, this data may contain private information spec…
Effective Data Fusion with Generalized Vegetation Index: Evidence from Land Cover Segmentation in Agriculture
Hao Sheng, Xiao Chen, Jingyi Su +2
How can we effectively leverage the domain knowledge from remote sensing to better segment agriculture land cover from satellite images? In this paper, we propose a novel, model-ag…
The 1st Agriculture-Vision Challenge: Methods and Results
Mang Tik Chiu, Xingqian Xu, Kai Wang +39
The first Agriculture-Vision Challenge aims to encourage research in developing novel and effective algorithms for agricultural pattern recognition from aerial images, especially f…
Energy Resource Control via Privacy Preserving Data
Xiao Chen, Thomas Navidi, Ram Rajagopal
Although the frequent monitoring of smart meters enables granular control over energy resources, it also increases the risk of leakage of private information such as income, home o…
Distributed generation of privacy preserving data with user customization
Xiao Chen, Thomas Navidi, Stefano Ermon +1
Distributed devices such as mobile phones can produce and store large amounts of data that can enhance machine learning models; however, this data may contain private information s…