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2020 – today
- 2024
[c11]Jiechao Guan, Hui Xiong:
Improved Regret Bounds for Non-Convex Online-Within-Online Meta Learning. ICLR 2024- 2022
- [c10]Jiechao Guan, Zhiwu Lu:
Task Relatedness-Based Generalization Bounds for Meta Learning. ICLR 2022 - [c9]Jiechao Guan, Zhiwu Lu:
Fast-Rate PAC-Bayesian Generalization Bounds for Meta-Learning. ICML 2022: 7930-7948 - [c8]Jiechao Guan, Yong Liu, Zhiwu Lu:
Fine-Grained Analysis of Stability and Generalization for Modern Meta Learning Algorithms. NeurIPS 2022 - 2021
- [j2]Jiechao Guan, Zhiwu Lu
, Tao Xiang, Aoxue Li, An Zhao, Ji-Rong Wen:
Zero and Few Shot Learning With Semantic Feature Synthesis and Competitive Learning. IEEE Trans. Pattern Anal. Mach. Intell. 43(7): 2510-2523 (2021) - [c7]An Zhao, Mingyu Ding, Zhiwu Lu, Tao Xiang, Yulei Niu, Jiechao Guan, Ji-Rong Wen:
Domain-Adaptive Few-Shot Learning. WACV 2021: 1389-1398 - 2020
- [j1]Aoxue Li, Zhiwu Lu, Jiechao Guan, Tao Xiang, Liwei Wang, Ji-Rong Wen:
Transferrable Feature and Projection Learning with Class Hierarchy for Zero-Shot Learning. Int. J. Comput. Vis. 128(12): 2810-2827 (2020) - [c6]Jiechao Guan, Manli Zhang, Zhiwu Lu:
Large-Scale Cross-Domain Few-Shot Learning. ACCV (3) 2020: 474-491 - [c5]Nanyi Fei, Jiechao Guan, Zhiwu Lu, Yizhao Gao:
Few-Shot Zero-Shot Learning: Knowledge Transfer with Less Supervision. ACCV (3) 2020: 592-608 - [i6]An Zhao, Mingyu Ding, Zhiwu Lu, Tao Xiang, Yulei Niu, Jiechao Guan, Ji-Rong Wen, Ping Luo:
Domain-Adaptive Few-Shot Learning. CoRR abs/2003.08626 (2020) - [i5]Jiechao Guan, Zhiwu Lu, Tao Xiang, Timothy M. Hospedales:
Margin-Based Transfer Bounds for Meta Learning with Deep Feature Embedding. CoRR abs/2012.01602 (2020)
2010 – 2019
- 2019
- [c4]Guangzhen Liu, Jiechao Guan, Manli Zhang, Jianhong Zhang, Zihao Wang, Zhiwu Lu:
Joint Projection and Subspace Learning for Zero-Shot Recognition. ICME 2019: 1228-1233 - [c3]Yuqi Huo, Jiechao Guan, Jianhong Zhang, Manli Zhang, Ji-Rong Wen, Zhiwu Lu:
Zero-Shot Learning with Few Seen Class Samples. ICME 2019: 1336-1341 - 2018
- [c2]Jiechao Guan, An Zhao, Zhiwu Lu:
Extreme Reverse Projection Learning for Zero-Shot Recognition. ACCV (1) 2018: 125-141 - [c1]An Zhao, Mingyu Ding, Jiechao Guan, Zhiwu Lu, Tao Xiang, Ji-Rong Wen:
Domain-Invariant Projection Learning for Zero-Shot Recognition. NeurIPS 2018: 1027-1038 - [i4]An Zhao, Mingyu Ding, Jiechao Guan, Zhiwu Lu, Tao Xiang, Ji-Rong Wen:
Domain-Invariant Projection Learning for Zero-Shot Recognition. CoRR abs/1810.08326 (2018) - [i3]Aoxue Li, Zhiwu Lu, Jiechao Guan, Tao Xiang, Liwei Wang, Ji-Rong Wen:
Transferrable Feature and Projection Learning with Class Hierarchy for Zero-Shot Learning. CoRR abs/1810.08329 (2018) - [i2]Zhiwu Lu, Jiechao Guan, Aoxue Li, Tao Xiang, An Zhao, Ji-Rong Wen:
Zero and Few Shot Learning with Semantic Feature Synthesis and Competitive Learning. CoRR abs/1810.08332 (2018) - [i1]Nanyi Fei, Jiajun Liu, Jiechao Guan, Zhiwu Lu, Tao Xiang, Ji-Rong Wen:
Zero-Shot Learning with Sparse Attribute Propagation. CoRR abs/1812.04427 (2018)
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