109 citations · 177 across the 7 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
cs.CV2020★ 9 cited
AutoCaption: Image Captioning with Neural Architecture Search
Xinxin Zhu, Weining Wang, Longteng Guo +1
Image captioning transforms complex visual information into abstract natural language for representation, which can help computers understanding the world quickly. However, due to…
cs.CL2020★ 11 cited
Non-Autoregressive Image Captioning with Counterfactuals-Critical Multi-Agent Learning
Longteng Guo, Jing Liu, Xinxin Zhu +3
Most image captioning models are autoregressive, i.e. they generate each word by conditioning on previously generated words, which leads to heavy latency during inference. Recently…
cs.CV2020★ 26 cited
Normalized and Geometry-Aware Self-Attention Network for Image Captioning
Longteng Guo, Jing Liu, Xinxin Zhu +3
Self-attention (SA) network has shown profound value in image captioning. In this paper, we improve SA from two aspects to promote the performance of image captioning. First, we pr…