2 citations · 5 across the 6 of their papers we have counts for
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cs.CV2021★ 1 cited
Learning Robust and Lightweight Model through Separable Structured Transformations
Xian Wei, Yanhui Huang, Yangyu Xu +5
With the proliferation of mobile devices and the Internet of Things, deep learning models are increasingly deployed on devices with limited computing resources and memory, and are…
cs.CV2021
ViR:the Vision Reservoir
Xian Wei, Bin Wang, Mingsong Chen +7
The most recent year has witnessed the success of applying the Vision Transformer (ViT) for image classification. However, there are still evidences indicating that ViT often suffe…
cs.CV2021★ 2 cited
Couplformer:Rethinking Vision Transformer with Coupling Attention Map
Hai Lan, Xihao Wang, Xian Wei
With the development of the self-attention mechanism, the Transformer model has demonstrated its outstanding performance in the computer vision domain. However, the massive computa…