2.5k citations · 3.1k across the 7 of their papers we have counts for
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cs.CV2022★ 487 cited
SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation
Meng-Hao Guo, Cheng-Ze Lu, Qibin Hou +3
We present SegNeXt, a simple convolutional network architecture for semantic segmentation. Recent transformer-based models have dominated the field of semantic segmentation due to…
cs.CV2022★ 15 cited
Visual Attention Network
Meng-Hao Guo, Cheng-Ze Lu, Zheng-Ning Liu +2
While originally designed for natural language processing tasks, the self-attention mechanism has recently taken various computer vision areas by storm. However, the 2D nature of i…