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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…

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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…

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