Zero-Shot Learning by Harnessing Adversarial Samples

Author:

Chen Zhi1ORCID,Zhang Pengfei1ORCID,Li Jingjing2ORCID,Wang Sen1ORCID,Huang Zi1ORCID

Affiliation:

1. The University of Queensland, Brisbane, QLD, Australia

2. University of Electronic Science and Technology of China, Chengdu, China

Funder

Australian Research Council

Publisher

ACM

Reference50 articles.

1. B. Battista I. Corona D. Maiorca B. Nelson N. Šrndić P. Laskov G. Giacinto and F. Roli. 2013. Evasion attacks against machine learning at test time. In ECML PKDD. 387--402. B. Battista I. Corona D. Maiorca B. Nelson N. Šrndić P. Laskov G. Giacinto and F. Roli. 2013. Evasion attacks against machine learning at test time. In ECML PKDD. 387--402.

2. W. Chao S. Changpinyo B. Gong and F. Sha. 2016. An empirical study and analysis of generalized zero-shot learning for object recognition in the wild. In ECCV. Springer 52--68. W. Chao S. Changpinyo B. Gong and F. Sha. 2016. An empirical study and analysis of generalized zero-shot learning for object recognition in the wild. In ECCV. Springer 52--68.

3. L. Chen H. Zhang J. Xiao W. Liu and S. Chang. 2018. Zero-shot visual recognition using semantics-preserving adversarial embedding networks. In IEEE CVPR. 1043--1052. L. Chen H. Zhang J. Xiao W. Liu and S. Chang. 2018. Zero-shot visual recognition using semantics-preserving adversarial embedding networks. In IEEE CVPR. 1043--1052.

4. S. Chen , Z. Hong , G. Xie , W. Yang , Q. Peng , K. Wang , J. Zhao , and X. You . 2022 a. Msdn: Mutually semantic distillation network for zero-shot learning . In IEEE/CVF CVPR. 7612--7621. S. Chen, Z. Hong, G. Xie, W. Yang, Q. Peng, K. Wang, J. Zhao, and X. You. 2022a. Msdn: Mutually semantic distillation network for zero-shot learning. In IEEE/CVF CVPR. 7612--7621.

5. Hsva: Hierarchical semantic-visual adaptation for zero-shot learning;Chen S.;NeurIPS,2021

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