61 citations · 71 across the 4 of their papers we have counts for
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cs.CV2021★ 61 cited
SOFT: Softmax-free Transformer with Linear Complexity
Jiachen Lu, Jinghan Yao, Junge Zhang +6
Vision transformers (ViTs) have pushed the state-of-the-art for various visual recognition tasks by patch-wise image tokenization followed by self-attention. However, the employmen…
cs.CV2019★ 10 cited
Single Pixel Reconstruction for One-stage Instance Segmentation
Jun Yu, Jinghan Yao, Jian Zhang +2
Object instance segmentation is one of the most fundamental but challenging tasks in computer vision, and it requires the pixel-level image understanding. Most existing approaches…