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cs.CV2025
SAC-ViT: Semantic-Aware Clustering Vision Transformer with Early Exit
Youbing Hu, Yun Cheng, Anqi Lu +2
The Vision Transformer (ViT) excels in global modeling but faces deployment challenges on resource-constrained devices due to the quadratic computational complexity of its attentio…
cs.CV2024★ 2 cited
LF-ViT: Reducing Spatial Redundancy in Vision Transformer for Efficient Image Recognition
Youbing Hu, Yun Cheng, Anqi Lu +4
The Vision Transformer (ViT) excels in accuracy when handling high-resolution images, yet it confronts the challenge of significant spatial redundancy, leading to increased computa…