Jiechao Guan

According to our database, Jiechao Guan authored at least 16 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Improved Regret Bounds for Non-Convex Online-Within-Online Meta Learning.

Jiechao Guan, Hui Xiong

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2022

Fine-Grained Analysis of Stability and Generalization for Modern Meta Learning Algorithms.

Jiechao Guan, Yong Liu, Zhiwu Lu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Fast-Rate PAC-Bayesian Generalization Bounds for Meta-Learning.

Jiechao Guan, Zhiwu Lu

Proceedings of the International Conference on Machine Learning, 2022

Task Relatedness-Based Generalization Bounds for Meta Learning.

Jiechao Guan, Zhiwu Lu

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Zero and Few Shot Learning With Semantic Feature Synthesis and Competitive Learning.

Jiechao Guan, Zhiwu Lu, Tao Xiang, Aoxue Li, An Zhao, Ji-Rong Wen

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Domain-Adaptive Few-Shot Learning.

An Zhao, Mingyu Ding, Zhiwu Lu, Tao Xiang, Yulei Niu, Jiechao Guan, Ji-Rong Wen

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

2020

Transferrable Feature and Projection Learning with Class Hierarchy for Zero-Shot Learning.

Aoxue Li, Zhiwu Lu, Jiechao Guan, Tao Xiang, Liwei Wang, Ji-Rong Wen

Int. J. Comput. Vis., 2020

Margin-Based Transfer Bounds for Meta Learning with Deep Feature Embedding.

Jiechao Guan, Zhiwu Lu, Tao Xiang, Timothy M. Hospedales

CoRR, 2020

Domain-Adaptive Few-Shot Learning.

An Zhao, Mingyu Ding, Zhiwu Lu, Tao Xiang, Yulei Niu, Jiechao Guan, Ji-Rong Wen, Ping Luo

CoRR, 2020

Large-Scale Cross-Domain Few-Shot Learning.

Jiechao Guan, Manli Zhang, Zhiwu Lu

Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

Few-Shot Zero-Shot Learning: Knowledge Transfer with Less Supervision.

Nanyi Fei, Jiechao Guan, Zhiwu Lu, Yizhao Gao

Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019

Joint Projection and Subspace Learning for Zero-Shot Recognition.

Guangzhen Liu, Jiechao Guan, Manli Zhang, Jianhong Zhang, Zihao Wang, Zhiwu Lu

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Zero-Shot Learning with Few Seen Class Samples.

Yuqi Huo, Jiechao Guan, Jianhong Zhang, Manli Zhang, Ji-Rong Wen, Zhiwu Lu

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

2018

Zero-Shot Learning with Sparse Attribute Propagation.

Nanyi Fei, Jiajun Liu, Jiechao Guan, Zhiwu Lu, Tao Xiang, Ji-Rong Wen

CoRR, 2018

Domain-Invariant Projection Learning for Zero-Shot Recognition.

An Zhao, Mingyu Ding, Jiechao Guan, Zhiwu Lu, Tao Xiang, Ji-Rong Wen

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Extreme Reverse Projection Learning for Zero-Shot Recognition.

Jiechao Guan, An Zhao, Zhiwu Lu

Proceedings of the Computer Vision - ACCV 2018, 2018