Jiechao Guan

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 20

Top Topics

Empirical Risk Minimization

Subspace Learning

Labeled Samples

Top Venues

Publications

Jiechao Guan, Hui Xiong
Improved Regret Bounds for Non-Convex Online-Within-Online Meta Learning. ICLR (2024)
Jiechao Guan, Zhiwu Lu
Fast-Rate PAC-Bayesian Generalization Bounds for Meta-Learning. ICML (2022)
Jiechao Guan, Yong Liu, Zhiwu Lu
Fine-Grained Analysis of Stability and Generalization for Modern Meta Learning Algorithms. NeurIPS (2022)
Jiechao Guan, Zhiwu Lu
Task Relatedness-Based Generalization Bounds for Meta Learning. ICLR (2022)
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) (2021)
An Zhao, Mingyu Ding, Zhiwu Lu, Tao Xiang, Yulei Niu, Jiechao Guan, Ji-Rong Wen
Domain-Adaptive Few-Shot Learning. WACV (2021)
An Zhao, Mingyu Ding, Zhiwu Lu, Tao Xiang, Yulei Niu, Jiechao Guan, Ji-Rong Wen, Ping Luo
Domain-Adaptive Few-Shot Learning. CoRR (2020)
Jiechao Guan, Zhiwu Lu, Tao Xiang, Timothy M. Hospedales
Margin-Based Transfer Bounds for Meta Learning with Deep Feature Embedding. CoRR (2020)
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) (2020)
Jiechao Guan, Manli Zhang, Zhiwu Lu
Large-Scale Cross-Domain Few-Shot Learning. ACCV (3) (2020)
Nanyi Fei, Jiechao Guan, Zhiwu Lu, Yizhao Gao
Few-Shot Zero-Shot Learning: Knowledge Transfer with Less Supervision. ACCV (3) (2020)
Jiechao Guan, Zhiwu Lu, Tao Xiang, Ji-Rong Wen
Few-Shot Learning as Domain Adaptation: Algorithm and Analysis. CoRR (2020)
Yuqi Huo, Jiechao Guan, Jianhong Zhang, Manli Zhang, Ji-Rong Wen, Zhiwu Lu
Zero-Shot Learning with Few Seen Class Samples. ICME (2019)
Guangzhen Liu, Jiechao Guan, Manli Zhang, Jianhong Zhang, Zihao Wang, Zhiwu Lu
Joint Projection and Subspace Learning for Zero-Shot Recognition. ICME (2019)
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 (2018)
An Zhao, Mingyu Ding, Jiechao Guan, Zhiwu Lu, Tao Xiang, Ji-Rong Wen
Domain-Invariant Projection Learning for Zero-Shot Recognition. CoRR (2018)
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 (2018)
An Zhao, Mingyu Ding, Jiechao Guan, Zhiwu Lu, Tao Xiang, Ji-Rong Wen
Domain-Invariant Projection Learning for Zero-Shot Recognition. NeurIPS (2018)
Jiechao Guan, An Zhao, Zhiwu Lu
Extreme Reverse Projection Learning for Zero-Shot Recognition. ACCV (1) (2018)
Nanyi Fei, Jiajun Liu, Jiechao Guan, Zhiwu Lu, Tao Xiang, Ji-Rong Wen
Zero-Shot Learning with Sparse Attribute Propagation. CoRR (2018)