Jiyang Xie (谢吉洋)

About Jiyang Xie (谢吉洋)

Jiyang Xie (谢吉洋), With an exceptional h-index of 19 and a recent h-index of 19 (since 2020), a distinguished researcher at Beijing University of Posts and Telecommunications, specializes in the field of machine learning, computer vision, Bayesian learning.

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

Self-reconstruction network for fine-grained few-shot classification

Sketch-segformer: Transformer-based segmentation for figurative and creative sketches

Multi-Head Uncertainty Inference for Adversarial Attack Detection

ENDE-GNN: An Encoder-decoder GNN Framework for Sketch Semantic Segmentation

Structured Dropconnect for Uncertainty Inference in Image Classification

Searching for network width with bilaterally coupled network

MPCCL: Multiview predictive coding with contrastive learning for person re-identification

Fine-grained image recognition method, electronic device and storage medium

Jiyang Xie (谢吉洋) Information

University

Position

___

Citations(all)

1723

Citations(since 2020)

1664

Cited By

425

hIndex(all)

19

hIndex(since 2020)

19

i10Index(all)

22

i10Index(since 2020)

22

Email

University Profile Page

Google Scholar

Jiyang Xie (谢吉洋) Skills & Research Interests

machine learning

computer vision

Bayesian learning

Top articles of Jiyang Xie (谢吉洋)

Title

Journal

Author(s)

Publication Date

Self-reconstruction network for fine-grained few-shot classification

Pattern Recognition

Xiaoxu Li

Zhen Li

Jiyang Xie

Xiaochen Yang

Jing-Hao Xue

...

2024/4/6

Sketch-segformer: Transformer-based segmentation for figurative and creative sketches

IEEE transactions on image processing

Yixiao Zheng

Jiyang Xie

Aneeshan Sain

Yi-Zhe Song

Zhanyu Ma

2023/8/10

Multi-Head Uncertainty Inference for Adversarial Attack Detection

Yuqi Yang

Songyun Yang

Jiyang Xie

Zhongwei Si

Kai Guo

...

2023/6/4

ENDE-GNN: An Encoder-decoder GNN Framework for Sketch Semantic Segmentation

Yixiao Zheng

Jiyang Xie

Aneeshan Sain

Zhanyu Ma

Yi-Zhe Song

...

2022/12/13

Structured Dropconnect for Uncertainty Inference in Image Classification

Wenqing Zheng

Jiyang Xie

Xian Sun

Zhanyu Ma

2022/10/16

Searching for network width with bilaterally coupled network

IEEE Transactions on Pattern Analysis and Machine Intelligence

Xiu Su

Shan You

Jiyang Xie

Fei Wang

Chen Qian

...

2022/12/5

MPCCL: Multiview predictive coding with contrastive learning for person re-identification

Pattern Recognition

Junhui Yin

Jiyang Xie

Zhanyu Ma

Jun Guo

2022/9/1

Fine-grained image recognition method, electronic device and storage medium

2022/11/15

Learning calibrated class centers for few-shot classification by pair-wise similarity

IEEE Transactions on Image Processing

Yurong Guo

Ruoyi Du

Xiaoxu Li

Jiyang Xie

Zhanyu Ma

...

2022/6/29

Dual-granularity feature alignment for cross-modality person re-identification

Neurocomputing

Junhui Yin

Zhanyu Ma

Jiyang Xie

Shibo Nie

Kongming Liang

...

2022/10/28

Unsupervised person re-identification via simultaneous clustering and mask prediction

Pattern Recognition

Junhui Yin

Siqing Zhang

Jiyang Xie

Zhanyu Ma

Jun Guo

2022/6/1

Scalenet: Searching for the model to scale

Jiyang Xie

Xiu Su

Shan You

Zhanyu Ma

Fei Wang

...

2022/10/23

Cross-layer feature based multi-granularity visual classification

Junhan Chen

Dongliang Chang

Jiyang Xie

Ruoyi Du

Zhanyu Ma

2022/12/13

Vitas: Vision transformer architecture search

Xiu Su

Shan You

Jiyang Xie

Mingkai Zheng

Fei Wang

...

2022/10/23

Dirichlet process mixture of generalized inverted dirichlet distributions for positive vector data with extended variational inference

IEEE Transactions on Neural Networks and Learning Systems

Zhanyu Ma

Yuping Lai

Jiyang Xie

Deyu Meng

W Bastiaan Kleijn

...

2021/6/4

Progressive learning of category-consistent multi-granularity features for fine-grained visual classification

IEEE Transactions on Pattern Analysis and Machine Intelligence

Ruoyi Du

Jiyang Xie

Zhanyu Ma

Dongliang Chang

Yi-Zhe Song

...

2021/11/9

Advanced dropout: A model-free methodology for bayesian dropout optimization

IEEE Transactions on Pattern Analysis and Machine Intelligence

Jiyang Xie

Zhanyu Ma

Jianjun Lei

Guoqiang Zhang

Jing-Hao Xue

...

2021/5/24

DS-UI: Dual-supervised mixture of Gaussian mixture models for uncertainty inference in image recognition

IEEE Transactions on Image Processing

Jiyang Xie

Zhanyu Ma

Jing-Hao Xue

Guoqiang Zhang

Jian Sun

...

2021/11/5

DF^ 2AM: Dual-level Feature Fusion and Affinity Modeling for RGB-Infrared Cross-modality Person Re-identification

arXiv preprint arXiv:2104.00226

Junhui Yin

Zhanyu Ma

Jiyang Xie

Shibo Nie

Kongming Liang

...

2021/4/1

Grad-CAM guided channel-spatial attention module for fine-grained visual classification

Shuai Xu

Dongliang Chang

Jiyang Xie

Zhanyu Ma

2021/10/25

See List of Professors in Jiyang Xie (谢吉洋) University(Beijing University of Posts and Telecommunications)

Co-Authors

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