18 citations · 56 across the 20 of their papers we have counts for
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cs.CV2021★ 3 cited
Improved Transformer for High-Resolution GANs
Long Zhao, Zizhao Zhang, Ting Chen +2
Attention-based models, exemplified by the Transformer, can effectively model long range dependency, but suffer from the quadratic complexity of self-attention operation, making th…
cs.CV2021★ 4 cited
Nested Hierarchical Transformer: Towards Accurate, Data-Efficient and Interpretable Visual Understanding
Zizhao Zhang, Han Zhang, Long Zhao +3
Hierarchical structures are popular in recent vision transformers, however, they require sophisticated designs and massive datasets to work well. In this paper, we explore the idea…