Author

Ya-Zhou Yao

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Preprint Aug 2026

Cut-ViT: Task-Specific Model Pruning via Gram Anchoring Subspace Consistency

This work proposes a task-specific pruning pipeline, named Cut-ViT, which first construct gram anchoring matrices from both spatial and semantic perspectives, and performs the subspace decomposition to extract the corresponding subspace bases.

Jianjian Yin, Liulei Li, Tao Chen et al. · 0 citations

Preprint Aug 2026

MedFG-VQA: Low-Frequency Memory and Graph Attention for Lightweight Medical VQA

A lightweight framework that leverages a memory bank to augment DCT-based low-frequency features and employs graph-enhanced cross-attention for effective visual-textual alignment is proposed, highlighting its efficiency and potential for clinical deployment.

Hao-Wen Gu, Gensheng Pei, Zeren Sun et al. · 2 citations