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The More You Know Using Knowledge Graphs For Image Classification. Keyword GSNN GGNN Marino K Salakhutdinov R Gupta A. 论文阅读42The More You Know. This paper investigates the use of structured prior knowledge in the form of knowledge graphs and shows that using this knowledge improves performance on image classification. To achieve this we incorporate these statistical correlations into deep neural networks to facilitate scene graph generation by developing a Knowledge-Embedded Routing Network.
Using Knowledge Graphs for Image Classification 162. The more you know. Gupta journal2017 IEEE Conference on Computer Vision and Pattern Recognition CVPR year2017 pages20-28. Recently knowledge graphs KGs have been successfully used in various computer vision tasks such as object detection Fang et al. Knowledge graph embeddings are typically used for missing link prediction and knowledge discovery but they can also be used for entity clustering entity disambiguation and other downstream tasks. However none of these approaches have been learned.
However none of these approaches have been learned.
Images should be at least 640320px 1280640px for best display. Knowledge graph embeddings are typically used for missing link prediction and knowledge discovery but they can also be used for entity clustering entity disambiguation and other downstream tasks. Upload an image to customize your repositorys social media preview. To achieve this we incorporate these statistical correlations into deep neural networks to facilitate scene graph generation by developing a Knowledge-Embedded Routing Network. Icoxfog417 opened this issue on Jan 20 2017 0 comments. This paper investigates the use of knowledge graphs and shows that using this knowledge improves performance on image classification.