Hao Zhu
6 papers in the PaperMetrix corpus
Papers by this author
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ID-Based Hybrid Network Architecture for the AIoT
2021
Recently, the frequent occurrence of security issues in the Internet of Things (IoT) systems has become serious concerns. In this article, we propose an identifier-based IoT security architecture IIAS that is well suited for resource-constrained …
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EASE: Unsupervised Discriminant Subspace Learning for Transductive Few-Shot Learning
2022 · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Few-shot learning (FSL) has received a lot of attention due to its remarkable ability to adapt to novel classes. Although many techniques have been proposed for FSL, they mostly focus on improving FSL backbones. Some …
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Few-Shot MS and PAN Joint Classification With Improved Cross-Source Contrastive Learning
2024 · IEEE Transactions on Geoscience and Remote Sensing
The joint classification of multispectral (MS) and panchromatic (PAN) images aims to provide a more detailed and accurate interpretation of land features. Although deep-learning-based methods have achieved remarkable success in this task, the generalization performance …
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FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation
2018
We present a Few-Shot Relation Classification Dataset (FewRel), consisting of 70, 000 sentences on 100 relations derived from Wikipedia and annotated by crowdworkers. The relation of each sentence is first recognized by distant supervision methods, …
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FewRel 2.0: Towards More Challenging Few-Shot Relation Classification
2019
Tianyu Gao, Xu Han, Hao Zhu, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou. Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language …