Search Results for author: Xiaoyi Gu

Found 3 papers, 1 papers with code

All-condition pulse detection using a magnetic sensor

no code implementations19 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.

Management

RGI: robust GAN-inversion for mask-free image inpainting and unsupervised pixel-wise anomaly detection

no code implementations24 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.

Anomaly Detection Image Inpainting +1

Statistical Analysis of Nearest Neighbor Methods for Anomaly Detection

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.

Anomaly Detection

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