Evolutionary recurrent neural network for image captioning

• Published in: Neurocomputing (Amsterdam) Vol. 401; pp. 249 - 256
• Main Authors: Wang, Hanzhang, Wang, Hanli, Xu, Kaisheng
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 11.08.2020
• Subjects: Evolutionary algorithm; Image captioning; Multimodal learning; Evolutionary algorithm; Image captioning; Multimodal learning

Automatic architecture search is efficient to discover novel neural networks while it is mostly employed for pure vision or natural language tasks. However, cross-modality tasks are highly emphasized on the associative mechanisms between visual and language models rather than merely convolutional ne...