198 citations · 886 across the 20 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
cs.CV2019★ 46 cited
Global Aggregation then Local Distribution in Fully Convolutional Networks
Xiangtai Li, Li Zhang, Ansheng You +3
It has been widely proven that modelling long-range dependencies in fully convolutional networks (FCNs) via global aggregation modules is critical for complex scene understanding t…
cs.CV2019★ 115 cited
Dual Graph Convolutional Network for Semantic Segmentation
Li Zhang, Xiangtai Li, Anurag Arnab +3
Exploiting long-range contextual information is key for pixel-wise prediction tasks such as semantic segmentation. In contrast to previous work that uses multi-scale feature fusion…
cs.CV2019★ 6 cited
Dynamic Graph Message Passing Networks
Li Zhang, Dan Xu, Anurag Arnab +1
Modelling long-range dependencies is critical for scene understanding tasks in computer vision. Although CNNs have excelled in many vision tasks, they are still limited in capturin…