3 citations · 3 across the 2 of their papers we have counts for
3 papers
cs.CV2021
Partner-Assisted Learning for Few-Shot Image Classification
Jiawei Ma, Hanchen Xie, Guangxing Han +3
Few-shot Learning has been studied to mimic human visual capabilities and learn effective models without the need of exhaustive human annotation. Even though the idea of meta-learn…
eess.IV2020★ 3 cited
Snapshot Interferometric 3D Imaging by Compressive Sensing and Deep Learning
Mu Qiao, Yangyang Sun, Jiawei Ma +3
We demonstrate single-shot compressive three-dimensional (3D) imaging based on interference coding. The depth dimension of the object is encoded into the interferometri…
cs.LG2019
CDSA: Cross-Dimensional Self-Attention for Multivariate, Geo-tagged Time Series Imputation
Jiawei Ma, Zheng Shou, Alireza Zareian +3
Many real-world applications involve multivariate, geo-tagged time series data: at each location, multiple sensors record corresponding measurements. For example, air quality monit…