221 citations · 816 across the 9 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
cs.CV2019★ 221 cited
Stand-Alone Self-Attention in Vision Models
Prajit Ramachandran, Niki Parmar, Ashish Vaswani +3
Convolutions are a fundamental building block of modern computer vision systems. Recent approaches have argued for going beyond convolutions in order to capture long-range dependen…
cs.CV2019
Attention Augmented Convolutional Networks
Irwan Bello, Barret Zoph, Ashish Vaswani +2
Convolutional networks have been the paradigm of choice in many computer vision applications. The convolution operation however has a significant weakness in that it only operates…