Zehao Xiao

Zehao Xiao

Universiteit van Amsterdam

H-index: 9

Europe-Netherlands

About Zehao Xiao

Zehao Xiao, With an exceptional h-index of 9 and a recent h-index of 9 (since 2020), a distinguished researcher at Universiteit van Amsterdam, specializes in the field of computer vision, machine learning, domain generalization.

His recent articles reflect a diverse array of research interests and contributions to the field:

Any-Shift Prompting for Generalization over Distributions

ProtoDiff: Learning to Learn Prototypical Networks by Task-Guided Diffusion

GO4Align: Group Optimization for Multi-Task Alignment

Memory-augmented Variational Adaptation for Online Few-shot Segmentation

Learning Variational Neighbor Labels for Test-Time Domain Generalization

Variational Pseudo Labeling for Test Time Domain Generalization

Energy-Based Test Sample Adaptation for Domain Generalization

Association graph learning for multi-task classification with category shifts

Zehao Xiao Information

University

Position

___

Citations(all)

743

Citations(since 2020)

742

Cited By

228

hIndex(all)

9

hIndex(since 2020)

9

i10Index(all)

9

i10Index(since 2020)

9

Email

University Profile Page

Universiteit van Amsterdam

Google Scholar

View Google Scholar Profile

Zehao Xiao Skills & Research Interests

computer vision

machine learning

domain generalization

Top articles of Zehao Xiao

Title

Journal

Author(s)

Publication Date

Any-Shift Prompting for Generalization over Distributions

arXiv preprint arXiv:2402.10099

Zehao Xiao

Jiayi Shen

Mohammad Mahdi Derakhshani

Shengcai Liao

Cees GM Snoek

2024/2/15

ProtoDiff: Learning to Learn Prototypical Networks by Task-Guided Diffusion

Advances in Neural Information Processing Systems

Yingjun Du

Zehao Xiao

Shengcai Liao

Cees Snoek

2024/2/13

GO4Align: Group Optimization for Multi-Task Alignment

arXiv preprint arXiv:2404.06486

Jiayi Shen

Cheems Wang

Zehao Xiao

Nanne Van Noord

Marcel Worring

2024/4/9

Memory-augmented Variational Adaptation for Online Few-shot Segmentation

Jie Liu

Yingjun Du

Zehao Xiao

Cees GM Snoek

Jan-Jakob Sonke

...

2023

Learning Variational Neighbor Labels for Test-Time Domain Generalization

arXiv preprint arXiv:2307.04033

Sameer Ambekar

Zehao Xiao

Jiayi Shen

Xiantong Zhen

Cees GM Snoek

2023/7/8

Variational Pseudo Labeling for Test Time Domain Generalization

Sameer Ambekar

Zehao Xiao

Jiayi Shen

Xiantong Zhen

Cees GM Snoek

2023/4/28

Energy-Based Test Sample Adaptation for Domain Generalization

Zehao Xiao

Xiantong Zhen

Shengcai Liao

Cees GM Snoek

2023

Association graph learning for multi-task classification with category shifts

Advances in Neural Information Processing Systems

Jiayi Shen

Zehao Xiao

Xiantong Zhen

Cees Snoek

Marcel Worring

2022/12/6

Variational Pseudo Labels for Meta Test-time Adaptation

Sameer Ambekar

Zehao Xiao

Jiayi Shen

Xiantong Zhen

Cees GM Snoek

2022/9/29

Learning to generalize across domains on single test samples

Zehao Xiao

Xiantong Zhen

Ling Shao

Cees GM Snoek

2022/2/16

A bit more bayesian: Domain-invariant learning with uncertainty

Zehao Xiao*

Jiayi Shen*

Xiantong Zhen

Ling Shao

Cees Snoek

2021/7/1

Spherical zero-shot learning

IEEE Transactions on Circuits and Systems for Video Technology

Jiayi Shen

Zehao Xiao

Xiantong Zhen

Lei Zhang

2021/3/18

Dense crowd counting method and apparatus

2021/9/21

Variational invariant learning for Bayesian domain generalization

Zehao Xiao

Jiayi Shen

Xiantong Zhen

Ling Shao

Cees GM Snoek

2020/10/2

Heterogenous output regression network for direct face alignment

Pattern Recognition

Xiantong Zhen

Mengyang Yu

Zehao Xiao

Lei Zhang

Ling Shao

2020/9/1

See List of Professors in Zehao Xiao University(Universiteit van Amsterdam)

Co-Authors

H-index: 62
Cees G. M. Snoek

Cees G. M. Snoek

Universiteit van Amsterdam

H-index: 9
Yingjun Du

Yingjun Du

Universiteit van Amsterdam

H-index: 7
Jiayi Shen (沈佳怡)

Jiayi Shen (沈佳怡)

Universiteit van Amsterdam

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