Transfer Feature Generating Networks With Semantic Classes Structure for Zero-Shot Learning

Feature generating networks face a very important issue, which is the fitting difference (inconsistency) of the distribution between the generated feature and the real data. This inconsistency further influences the performance of the network model because training samples from seen classes are disj...

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Bibliographic Details
Main Authors: Guangfeng Lin, Wanjun Chen, Kaiyang Liao, Xiaobing Kang, Caixia Fan
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8926460/