4.4k citations · 4.5k across the 5 of their papers we have counts for
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3 papers · 1 filter
cs.CV2020★ 4.4k cited
A Survey on Visual Transformer
Kai Han, Yunhe Wang, Hanting Chen +10
Transformer, first applied to the field of natural language processing, is a type of deep neural network mainly based on the self-attention mechanism. Thanks to its strong represen…
cs.CV2020★ 44 cited
Optical Flow Distillation: Towards Efficient and Stable Video Style Transfer
Xinghao Chen, Yiman Zhang, Yunhe Wang +3
Video style transfer techniques inspire many exciting applications on mobile devices. However, their efficiency and stability are still far from satisfactory. To boost the transfer…
cs.CV2020★ 15 cited
MTP: Multi-Task Pruning for Efficient Semantic Segmentation Networks
Xinghao Chen, Yiman Zhang, Yunhe Wang
This paper focuses on channel pruning for semantic segmentation networks. Previous methods to compress and accelerate deep neural networks in the classification task cannot be stra…