Image-Text Surgery: Efficient Concept Learning in Image Captioning by Generating Pseudopairs.
IEEE Transactions on Neural Networks and Learning Systems(2018)
摘要
Image captioning aims to generate natural language sentences to describe the salient parts of a given image. Although neural networks have recently achieved promising results, a key problem is that they can only describe concepts seen in the training image-sentence pairs. Efficient learning of novel concepts has thus been a topic of recent interest to alleviate the expensive manpower of labeling d...
更多查看译文
关键词
Visualization,Knowledge based systems,Syntactics,Training,Neural networks,Semantics
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要