Learning generalized video memory for automatic video captioning

• Main Authors: CHANG, Poo-Hee, TAN, Ah-hwee
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2018
• Subjects: Memory model; Video captioning; Deep learning; Adaptive Resonance Theory; LSTM; CNN; Databases and Information Systems; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/6076; https://ink.library.smu.edu.sg/context/sis_research/article/7079/viewcontent/Multi_disciplinary_Trends_in_Artificial_Intelligence.pdf
• Institution: Singapore Management University

Recent video captioning methods have made great progress by deep learning approaches with convolutional neural networks (CNN) and recurrent neural networks (RNN). While there are techniques that use memory networks for sentence decoding, few work has leveraged on the memory component to learn and ge...