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Shanlin Xiao

2 accepted papers

2025

Unsupervised Motion-Robust Self-Distillation Framework for Remote Physiological Measurement

ICASSP 2025accepted

Remote photoplethysmography (rPPG) holds great potential in medical surveillance. However, head movements commonly encountered in real-world scenarios often degrade physiological estimation performance, particularly for unsupervised learning methods based on physiological frequency band priors, whic…

Cited by 0SourceScholar
2024

Sparsespikformer: A Co-Design Framework for Token and Weight Pruning in Spiking Transformer

ICASSP 2024accepted

As the third-generation neural network, the Spiking Neural Network (SNN) has the advantages of low power consumption and high energy efficiency, making it suitable for implementation on edge devices. However, despite these advantages, SNN still faces accuracy limitations when compared to Artificial…

Cited by 0SourceScholar