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Siu Lun Yeung

2 accepted papers

2025

Enhancing Imaging Generation through Implicit Neural Representations and HyperNetwork for Spatial Variability

ICASSP 2025accepted

Collecting data from diverse perspectives is essential across many fields to achieve high-resolution imaging, from Synthetic Aperture Imaging (SAI) to advanced microscopy techniques. However, due to persistent challenges, fully capturing variability in position, angle, and scale remains difficult, d…

Cited by 0Source ↗Scholar ↗
2024

Global Convergence of Alternating Direction Method of Multipliers for Invex Objective Losses

ICASSP 2024accepted

The Alternating Direction Method of Multipliers (ADMM) is uniquely suited for large-scale signal restoration problems, owing to its parallelizability. ADMM has been successfully deployed into several imaging modalities, including blind ptychography, phase retrieval, computer tomography, network unro…

Cited by 0Source ↗Scholar ↗