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Haiyang Jiang

7 accepted papers

2025

Noise Modeling in One Hour: Minimizing Preparation Efforts for Self-supervised Low-Light RAW Image Denoising

CVPR 2025poster

Noise synthesis is a promising solution for addressing the data shortage problem in data-driven low-light RAW image denoising. However, accurate noise synthesis methods often necessitate labor-intensive calibration and profiling procedures during preparation, preventing them from landing to practice…

2025

Revolutionizing EMCCD Denoising through a Novel Physics-Based Learning Framework for Noise Modeling

ICLR 2025poster

Electron-multiplying charge-coupled device (EMCCD) has been instrumental in sensitive observations under low-light situations including astronomy, material science, and biology. Despite its ingenious designs to enhance target signals overcoming read-out circuit noises, produced images are not compl…

Cited by 0SourcePDFScholar
2021

An Accuracy Network Anomaly Detection Method Based on Ensemble Model

ICASSP 2021accepted

Identifying network anomaly detection is important since they may carry critical information in circumstances such as a burst of intrusions, privacy theft, system damage and fraudulent activities. In recent years, there are many detection methods for network anomalies are proposed, however, a single…

Cited by 0SourceScholar