Open-world structured sequence learning via dense target encoding

Structured sequences are popularly used to describe graph data with time-evolving node features and edges. A typical real-world scenario of structured sequences is that unknown class labels continuously arrive and thus the training and testing often across different class spaces. This scenario is al...

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Veröffentlicht in:	Information sciences Jg. 680; S. 121147
Hauptverfasser:	Zhang, Qin, Liu, Ziqi, Li, Qincai, Xiang, Haolong, Yu, Zhizhi, Chen, Junyang, Zhang, Peng, Chen, Xiaojun
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Inc 01.10.2024
Schlagworte:	Dense target encoding Dynamical variational autoencoders Open-world learning Structured sequence Dense target encoding Open-world learning Structured sequence Dynamical variational autoencoders
ISSN:	0020-0255
Online-Zugang:	Volltext
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