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Xueyu Wang
Researcher at Yanshan University
Publications - 3
Citations - 25
Xueyu Wang is an academic researcher from Yanshan University. The author has contributed to research in topics: Computer science & Engineering. The author has co-authored 1 publications.
Papers
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Journal ArticleDOI
Unsupervised descriptor selection based meta-learning networks for few-shot classification
TL;DR: The Unsupervised Descriptor Selection (UDS) is proposed to tackle few-shot learning tasks, and achieves the comparable performance to state-of-the-art methods, and improves the performance of prior meta-learning methods.
Proceedings ArticleDOI
DeepFake Disrupter: The Detector of DeepFake Is My Friend
TL;DR: A novel DeepFake disruption algorithm called “DeepFake Disrupter” is proposed, which can add the human-imperceptible perturbations to source images that need to be protected without any backpropagation update by training a perturbation generator.
Proceedings ArticleDOI
Sufficient Vision Transformer
TL;DR: In this paper, the Sufficiency-Blocks (S-Blocks) are proposed to be applied across the depth of Suf-ViT to disentangle and discard task-irrelevant information accurately and a Sufficient-Reduction Loss (SRLoss) is formulated leveraging the concept of Mutual Information (MI) that enablesSuf- ViT to extract more reliable sufficient representations by removing task-IRrelevant information.