activity
20192022
most citedA Battle of Network Structures: An Empirical Study of CNN, Transformer, and MLP

57 citations · 105 across the 9 of their papers we have counts for

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Showing 2022Show all

2 papers · 1 filter

cs.CV2022

Correlation-Aware Deep Tracking

Fei Xie, Chunyu Wang, Guangting Wang +3

Robustness and discrimination power are two fundamental requirements in visual object tracking. In most tracking paradigms, we find that the features extracted by the popular Siame…

cs.CV2022★ 2 cited

When Shift Operation Meets Vision Transformer: An Extremely Simple Alternative to Attention Mechanism

Guangting Wang, Yucheng Zhao, Chuanxin Tang +2

Attention mechanism has been widely believed as the key to success of vision transformers (ViTs), since it provides a flexible and powerful way to model spatial relationships. Howe…