Cooperative Coupled Generative Networks for Generalized Zero-Shot Learning

Cooperative Coupled Generative Networks for Generalized Zero-Shot Learning

Compared with zero-shot learning (ZSL), the generalized zero-shot learning (GZSL) is more challenging since its test samples are taken from both seen and unseen classes. Most previous mapping-based methods perform well on ZSL, while their performance degrades on GZSL. To solve this problem, inspired...

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Bibliographic Details
Main Authors: Liang Sun, Junjie Song, Ye Wang, Baoyu Li
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Zero-shot learning
generalized zero-shot learning
generative adversarial network
neural network
residual module
Online Access:https://ieeexplore.ieee.org/document/9109281/

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