Learning Adaptive Classifiers Synthesis for Generalized Few-Shot Learning
Ye, Han-Jia, Hu, Hexiang, Zhan, De-Chuan
Published in International journal of computer vision (01.06.2021)
Published in International journal of computer vision (01.06.2021)
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Journal Article
Learning to Classify With Incremental New Class
Zhou, Da-Wei, Yang, Yang, Zhan, De-Chuan
Published in IEEE transaction on neural networks and learning systems (01.06.2022)
Published in IEEE transaction on neural networks and learning systems (01.06.2022)
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Journal Article
Generalized Knowledge Distillation via Relationship Matching
Ye, Han-Jia, Lu, Su, Zhan, De-Chuan
Published in IEEE transactions on pattern analysis and machine intelligence (01.02.2023)
Published in IEEE transactions on pattern analysis and machine intelligence (01.02.2023)
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Journal Article
Few-Shot Learning With a Strong Teacher
Ye, Han-Jia, Ming, Lu, Zhan, De-Chuan, Chao, Wei-Lun
Published in IEEE transactions on pattern analysis and machine intelligence (01.03.2024)
Published in IEEE transactions on pattern analysis and machine intelligence (01.03.2024)
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Journal Article
Revisiting Unsupervised Meta-Learning via the Characteristics of Few-Shot Tasks
Ye, Han-Jia, Han, Lu, Zhan, De-Chuan
Published in IEEE transactions on pattern analysis and machine intelligence (01.03.2023)
Published in IEEE transactions on pattern analysis and machine intelligence (01.03.2023)
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Journal Article
Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks
Zhou, Da-Wei, Ye, Han-Jia, Ma, Liang, Xie, Di, Pu, Shiliang, Zhan, De-Chuan
Published in IEEE transactions on pattern analysis and machine intelligence (01.11.2023)
Published in IEEE transactions on pattern analysis and machine intelligence (01.11.2023)
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Journal Article
Semi-Supervised Multi-Modal Clustering and Classification with Incomplete Modalities
Yang, Yang, Zhan, De-Chuan, Wu, Yi-Feng, Liu, Zhi-Bin, Xiong, Hui, Jiang, Yuan
Published in IEEE transactions on knowledge and data engineering (01.02.2021)
Published in IEEE transactions on knowledge and data engineering (01.02.2021)
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Journal Article
Learning Multiple Local Metrics: Global Consideration Helps
Ye, Han-Jia, Zhan, De-Chuan, Li, Nan, Jiang, Yuan
Published in IEEE transactions on pattern analysis and machine intelligence (01.07.2020)
Published in IEEE transactions on pattern analysis and machine intelligence (01.07.2020)
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Journal Article
Heterogeneous Few-Shot Model Rectification With Semantic Mapping
Ye, Han-Jia, Zhan, De-Chuan, Jiang, Yuan, Zhou, Zhi-Hua
Published in IEEE transactions on pattern analysis and machine intelligence (01.11.2021)
Published in IEEE transactions on pattern analysis and machine intelligence (01.11.2021)
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Journal Article
Contextualizing Meta-Learning via Learning to Decompose
Ye, Han-Jia, Zhou, Da-Wei, Hong, Lanqing, Li, Zhenguo, Wei, Xiu-Shen, Zhan, De-Chuan
Published in IEEE transactions on pattern analysis and machine intelligence (01.01.2024)
Published in IEEE transactions on pattern analysis and machine intelligence (01.01.2024)
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Journal Article
What Makes Objects Similar: A Unified Multi-Metric Learning Approach
Ye, Han-Jia, Zhan, De-Chuan, Jiang, Yuan, Zhou, Zhi-Hua
Published in IEEE transactions on pattern analysis and machine intelligence (01.05.2019)
Published in IEEE transactions on pattern analysis and machine intelligence (01.05.2019)
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Journal Article
Corporate Relative Valuation Using Heterogeneous Multi-Modal Graph Neural Network
Yang, Yang, Yang, Jia-Qi, Bao, Ran, Zhan, De-Chuan, Zhu, Hengshu, Gao, Xiao-Ru, Xiong, Hui, Yang, Jian
Published in IEEE transactions on knowledge and data engineering (01.01.2023)
Published in IEEE transactions on knowledge and data engineering (01.01.2023)
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Journal Article
Evaluation of Five Global Top-of-Atmosphere Outgoing Longwave Radiation Products
Zhan, Chuan, Yang, Jing, Li, Yan, Chen, Yong, Miao, Zuohua, Zeng, Xiangyang, Li, Jun
Published in Remote sensing (Basel, Switzerland) (01.08.2023)
Published in Remote sensing (Basel, Switzerland) (01.08.2023)
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Journal Article