Taoli Du — accepted AI-conference papers

2025

Global Static Pruning via Adaptive Sample Complexity Awareness

Ming Ma, Yue Wang, Taoli Du, Qinxu Gao, Ying Wang, Wenhui Li

ICASSP 2025accepted

Dynamic pruning leverage the feature information of each input sample to dynamically adjust the network structure, generating multiple subnetworks suitable for different sample complexity. However, it inevitably introduces higher computational complexity and increased memory consumption. In addition…

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2025

JointSwinUNETR: an Efficient Feature-enhanced Architecture for Small Intestine Cine MRI Segmentation

Yue Wang, Wenhui Li, Ziming Wang, Taoli Du, Ming Ma, Mengchao Zhang

ICASSP 2025accepted

The Cine MRI of the small intestine is a dynamic magnetic resonance imaging technique used to observe and evaluate small intestine motility. It captures sequential images of the organ in motion over time through rapid imaging. The Transformer architecture is highly effective at capturing long-range…

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