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cs.CV2023
Vision Big Bird: Random Sparsification for Full Attention
Zhemin Zhang, Xun Gong
Recently, Transformers have shown promising performance in various vision tasks. However, the high costs of global self-attention remain challenging for Transformers, especially fo…
cs.CV2023
RSIR Transformer: Hierarchical Vision Transformer using Random Sampling Windows and Important Region Windows
Zhemin Zhang, Xun Gong
Recently, Transformers have shown promising performance in various vision tasks. However, the high costs of global self-attention remain challenging for Transformers, especially fo…