89 citations · 279 across the 27 of their papers we have counts for
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cs.LG2019
Learning Robust Data Representation: A Knowledge Flow Perspective
Zhengming Ding, Ming Shao, Handong Zhao +1
It is always demanding to learn robust visual representation for various learning problems; however, this learning and maintenance process usually suffers from noise, incompletenes…
cs.CV2019★ 30 cited
Scene Graph Generation with External Knowledge and Image Reconstruction
Jiuxiang Gu, Handong Zhao, Zhe Lin +3
Scene graph generation has received growing attention with the advancements in image understanding tasks such as object detection, attributes and relationship prediction,~\etc. How…
cs.CV2019★ 26 cited
Unpaired Image Captioning via Scene Graph Alignments
Jiuxiang Gu, Shafiq Joty, Jianfei Cai +3
Most of current image captioning models heavily rely on paired image-caption datasets. However, getting large scale image-caption paired data is labor-intensive and time-consuming.…