no code implementations • 19 Apr 2023 • Haoxuan Shen, Xiaoyi Gu, Yihong Wu
A plethora of wearable devices have been developed or commercialized for continuous non-invasive monitoring of physiological signals that are crucial for preventive care and management of chronic conditions.
no code implementations • 24 Feb 2023 • Shancong Mou, Xiaoyi Gu, Meng Cao, Haoping Bai, Ping Huang, Jiulong Shan, Jianjun Shi
In this paper, we propose a Robust GAN-inversion (RGI) method with a provable robustness guarantee to achieve image restoration under unknown \textit{gross} corruptions, where a small fraction of pixels are completely corrupted.
1 code implementation • NeurIPS 2019 • Xiaoyi Gu, Leman Akoglu, Alessandro Rinaldo
Nearest-neighbor (NN) procedures are well studied and widely used in both supervised and unsupervised learning problems.