Jiayi Shen (沈佳怡)

Jiayi Shen (沈佳怡)

Universiteit van Amsterdam

H-index: 7

Europe-Netherlands

About Jiayi Shen (沈佳怡)

Jiayi Shen (沈佳怡), With an exceptional h-index of 7 and a recent h-index of 7 (since 2020), a distinguished researcher at Universiteit van Amsterdam, specializes in the field of Machine Learning, Computer Vision.

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

Any-Shift Prompting for Generalization over Distributions

Episodic Multi-Task Learning with Heterogeneous Neural Processes

EMO: Episodic Memory Optimization for Few-Shot Meta-Learning

Superdisco: Super-class discovery improves visual recognition for the long-tail

Nformer: Robust person re-identification with neighbor transformer

Association graph learning for multi-task classification with category shifts

Variational Pseudo Labels for Meta Test-time Adaptation

Learning to learn with variational inference for cross-domain image classification

Jiayi Shen (沈佳怡) Information

University

Position

___

Citations(all)

491

Citations(since 2020)

489

Cited By

105

hIndex(all)

7

hIndex(since 2020)

7

i10Index(all)

7

i10Index(since 2020)

7

Email

University Profile Page

Universiteit van Amsterdam

Google Scholar

View Google Scholar Profile

Jiayi Shen (沈佳怡) Skills & Research Interests

Machine Learning

Computer Vision

Top articles of Jiayi Shen (沈佳怡)

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

Episodic Multi-Task Learning with Heterogeneous Neural Processes

Advances in Neural Information Processing Systems

Jiayi Shen

Xiantong Zhen

Qi Wang

Marcel Worring

2024/2/13

EMO: Episodic Memory Optimization for Few-Shot Meta-Learning

Yingjun Du

Jiayi Shen

Xiantong Zhen

Cees GM Snoek

2023/11/20

Superdisco: Super-class discovery improves visual recognition for the long-tail

Yingjun Du

Jiayi Shen

Xiantong Zhen

Cees GM Snoek

2023

Nformer: Robust person re-identification with neighbor transformer

Haochen Wang

Jiayi Shen

Yongtuo Liu

Yan Gao

Efstratios Gavves

2022

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 learn with variational inference for cross-domain image classification

IEEE Transactions on Multimedia

Lei Zhang

Yingjun Du

Jiayi Shen

Xiantong Zhen

2022/3/17

Variational multi-task learning with gumbel-softmax priors

Advances in Neural Information Processing Systems

Jiayi Shen

Xiantong Zhen

Marcel Worring

Ling Shao

2021/12/6

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

Model-agnostic metric for zero-shot learning

Jiayi Shen

Haochen Wang

Anran Zhang

Qiang Qiu

Xiantong Zhen

...

2020

Variational invariant learning for Bayesian domain generalization

Zehao Xiao

Jiayi Shen

Xiantong Zhen

Ling Shao

Cees GM Snoek

2020/10/2

See List of Professors in Jiayi Shen (沈佳怡) University(Universiteit van Amsterdam)

Co-Authors

H-index: 62
Cees G. M. Snoek

Cees G. M. Snoek

Universiteit van Amsterdam

H-index: 52
marcel worring

marcel worring

Universiteit van Amsterdam

H-index: 38
Efstratios Gavves

Efstratios Gavves

Universiteit van Amsterdam

H-index: 33
Qiang Qiu

Qiang Qiu

Purdue University

H-index: 9
Zehao Xiao

Zehao Xiao

Universiteit van Amsterdam

H-index: 9
Yingjun Du

Yingjun Du

Universiteit van Amsterdam

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