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480 results on '"Duan, Lijuan"'

4. A Survey of Deep Visual Cross-Domain Few-Shot Learning

Author

Wang, Wenjian, Duan, Lijuan, Wang, Yuxi, Fan, Junsong, Gong, Zhi, and Zhang, Zhaoxiang

Subjects
Computer Science - Computer Vision and Pattern Recognition
Abstract

Few-Shot transfer learning has become a major focus of research as it allows recognition of new classes with limited labeled data. While it is assumed that train and test data have the same data distribution, this is often not the case in real-world applications. This leads to decreased model transfer effects when the new class distribution differs significantly from the learned classes. Research into Cross-Domain Few-Shot (CDFS) has emerged to address this issue, forming a more challenging and realistic setting. In this survey, we provide a detailed taxonomy of CDFS from the problem setting and corresponding solutions view. We summarise the existing CDFS network architectures and discuss the solution ideas for each direction the taxonomy indicates. Furthermore, we introduce various CDFS downstream applications and outline classification, detection, and segmentation benchmarks and corresponding standards for evaluation. We also discuss the challenges of CDFS research and explore potential directions for future investigation. Through this review, we aim to provide comprehensive guidance on CDFS research, enabling researchers to gain insight into the state-of-the-art while allowing them to build upon existing solutions to develop their own CDFS models.

Published
2023

5. Multi-task Self-supervised Few-Shot Detection

Author

Zhang, Guangyong, Duan, Lijuan, Wang, Wenjian, Gong, Zhi, Ma, Bian, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Liu, Qingshan, editor, Wang, Hanzi, editor, Ma, Zhanyu, editor, Zheng, Weishi, editor, Zha, Hongbin, editor, Chen, Xilin, editor, Wang, Liang, editor, and Ji, Rongrong, editor

Published
2024
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6. Research on Load Balancing Technology for Product Data Management Server Cluster

Author

Li, Jing, Wang, Peizhang, Sun, Yi, Li, Qian, Jia, Lu, He, Yongle, Duan, Lijuan, Luo, Yin, Li, Kan, Editor-in-Chief, Li, Qingyong, Associate Editor, Fournier-Viger, Philippe, Series Editor, Hong, Wei-Chiang, Series Editor, Liang, Xun, Series Editor, Wang, Long, Series Editor, Xu, Xuesong, Series Editor, Huang, Fang, editor, Zhan, Zehui, editor, Khan, Intakhab Alam, editor, and Birkök, Mehmet Cüneyt, editor

Published
2024
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24. Few-Shot Object Detection Based on Latent Knowledge Representation

Author

Cao, Yifeng, Duan, Lijuan, Liu, Zhaoying, Wang, Wenjian, Liang, Fangfang, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Yu, Shiqi, editor, Zhang, Zhaoxiang, editor, Yuen, Pong C., editor, Han, Junwei, editor, Tan, Tieniu, editor, Guo, Yike, editor, Lai, Jianhuang, editor, and Zhang, Jianguo, editor

Published
2022
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33. BPN: Bidirectional Path Network for Instance Segmentation

Author

Xu, Fan, Duan, Lijuan, Qiao, Yuanhua, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Fang, Lu, editor, Chen, Yiran, editor, Zhai, Guangtao, editor, Wang, Jane, editor, Wang, Ruiping, editor, and Dong, Weisheng, editor

Published
2021
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34. TMD-FS: Improving Few-Shot Object Detection with Transformer Multi-modal Directing

Author

Yuan, Ying, Duan, Lijuan, Wang, Wenjian, En, Qing, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Ma, Huimin, editor, Wang, Liang, editor, Zhang, Changshui, editor, Wu, Fei, editor, Tan, Tieniu, editor, Wang, Yaonan, editor, Lai, Jianhuang, editor, and Zhao, Yao, editor

Published
2021
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35. Convolution Tells Where to Look

Author

Xu, Fan, Duan, Lijuan, Qiao, Yuanhua, Chen, Ji, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Ma, Huimin, editor, Wang, Liang, editor, Zhang, Changshui, editor, Wu, Fei, editor, Tan, Tieniu, editor, Wang, Yaonan, editor, Lai, Jianhuang, editor, and Zhao, Yao, editor

Published
2021
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39. An Automated Method with Feature Pyramid Encoder and Dual-Path Decoder for Nuclei Segmentation

Author

Duan, Lijuan, Feng, Xuan, Chen, Jie, Xu, Fan, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Peng, Yuxin, editor, Liu, Qingshan, editor, Lu, Huchuan, editor, Sun, Zhenan, editor, Liu, Chenglin, editor, Chen, Xilin, editor, Zha, Hongbin, editor, and Yang, Jian, editor

Published
2020
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40. Classification of Depression Based on Local Binary Pattern and Singular Spectrum Analysis

Author

Duan, Lijuan, Liu, Hongli, Duan, Huifeng, Qiao, Yuanhua, Wang, Changming, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, and Qiu, Meikang, editor

Published
2020
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45. On the evolutionary bifurcation curves for the one-dimensional prescribed mean curvature equation with logistic type

Author

Zhang Jiajia, Qiao Yuanhua, Duan Lijuan, and Miao Jun

Subjects
mean curvature, bifurcation curve, logistic function, 34b18, 34c23, 34b15, Mathematics, QA1-939
Abstract

We study the bifurcation diagrams and exact multiplicity of positive solutions for the one-dimensional prescribed mean curvature equation −u′1+u′2′=λu1+up,−L0L,p\gt 0 are two evolution parameters. We prove that on the (λ,‖u‖∞)\left(\lambda ,\Vert u{\Vert }_{\infty })-plane, for 01p\gt 1, the bifurcation curve is reversed ε\varepsilon -like shaped bifurcation if L>L∗L\gt {L}^{\ast }, and is exactly decreasing for λ>λ∗\lambda \gt {\lambda }^{\ast } if 0

Published
2021
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50. A Cooperative Operation Strategy for Multi-Energy Systems Based on the Power Dispatch Meta-Universe Platform.

Author

Liu, Jinbo, Duan, Lijuan, Chen, Jian, Shang, Jingan, Wang, Bin, and Pan, Zhaoguang

Subjects
PHOTOVOLTAIC power systems, RENEWABLE energy sources, ENERGY consumption, ENERGY storage, BARGAINING power
Abstract

To meet the challenges of renewable energy consumption and improve the efficiency of energy systems, we propose an intelligent distributed energy dispatch strategy for multi-energy systems based on Nash bargaining by utilizing the power dispatch meta-universe platform. First, the operational framework of the multi-energy system, including wind park (WP), photovoltaic power plant (PVPP), and energy storage (ES), is described. Using the power dispatch meta-universe platform, the models of WP, PVPP, and ES are constructed and analyzed. Then, a Nash bargaining model of the multi-energy system is built and transformed into a coalition profit maximization problem, which is solved using the alternating direction multiplier method (ADMM). Finally, the effectiveness of the proposed strategy is verified. The results show that the strategy greatly improves the consumption of renewable energy sources and the profit of the overall system. [ABSTRACT FROM AUTHOR]

Published
2024
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