A Semantics-Assisted Video Captioning Model Trained With Scheduled Sampling

Given the features of a video, recurrent neural networks can be used to automatically generate a caption for the video. Existing methods for video captioning have at least three limitations. First, semantic information has been widely applied to boost the performance of video captioning models, but...

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Bibliographic Details
Main Authors: Haoran Chen, Ke Lin, Alexander Maye, Jianmin Li, Xiaolin Hu
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-09-01
Series:Frontiers in Robotics and AI
Subjects:
RNN
Online Access:https://www.frontiersin.org/article/10.3389/frobt.2020.475767/full