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Education and qualifications (1)

Blackwell's University of Sheffield: Sheffield, Sheffield, GB

2014-02-01 to 2017 | Doctor of Philosophy (EEE)
Education
Source: Self-asserted source
Ziyun Cai

Works (14)

Sample-pair learning network for extremely imbalanced classification

Neurocomputing
2025-06 | Journal article
DOI: 10.1016/j.neucom.2025.129859
Contributors: Linjun Chen; Xiao-Yuan Jing; Runhang Chen; Fei Wu; Yongchang Ding; Changhui Hu; Ziyun Cai
Source: check_circle
Crossref

RestormGAN: Restormer with generative facial prior towards real-world blind face restoration

Computers and Electrical Engineering
2025-04 | Journal article
DOI: 10.1016/j.compeleceng.2025.110095
Contributors: Changhui Hu; Weihong Zhu; Lintao Xu; Fei Wu; Ziyun Cai; Mengjun Ye; Xiaobo Lu
Source: check_circle
Crossref

Multiscale hybrid feature guided normalizing flow for low-light image enhancement

Computers and Electrical Engineering
2025-03 | Journal article
DOI: 10.1016/j.compeleceng.2024.109922
Contributors: Changhui Hu; Yin Hu; Lintao Xu; Ziyun Cai; Fei Wu; Xiaoyuan Jing; Xiaobo Lu
Source: check_circle
Crossref

Multi-Source Domain Adaptation by Causal-Guided Adaptive Multimodal Diffusion Networks

International Journal of Computer Vision
2025-03-15 | Journal article
DOI: 10.1007/s11263-025-02401-x
Contributors: Ziyun Cai; Yawen Huang; Tengfei Zhang; Yefeng Zheng; Dong Yue
Source: check_circle
Crossref

UPT-Flow: Multi-scale transformer-guided normalizing flow for low-light image enhancement

Pattern Recognition
2025-02 | Journal article
DOI: 10.1016/j.patcog.2024.111076
Contributors: Lintao Xu; Changhui Hu; Yin Hu; Xiaoyuan Jing; Ziyun Cai; Xiaobo Lu
Source: check_circle
Crossref

ZMAR-SNFlow:Restoration for low-light images with massive zero-element pixels

Computers and Electrical Engineering
2024-12 | Journal article
DOI: 10.1016/j.compeleceng.2024.109750
Contributors: Changhui Hu; Bo Zhang; Kerui Hu; Lintao Xu; Fei Wu; Ziyun Cai; Mengjun Ye; Xiaobo Lu
Source: check_circle
Crossref

Attention Cycle-consistent universal network for More Universal Domain Adaptation

Pattern Recognition
2024-03 | Journal article
DOI: 10.1016/j.patcog.2023.110109
Contributors: Ziyun Cai; Yawen Huang; Tengfei Zhang; Xiao-Yuan Jing; Yefeng Zheng; Ling Shao
Source: check_circle
Crossref

Local weight coupled network: multi-modal unequal semi-supervised domain adaptation

Multimedia Tools and Applications
2024-01 | Journal article
DOI: 10.1007/s11042-023-15439-1
Contributors: Ziyun Cai; Jie Song; Tengfei Zhang; Changhui Hu; Xiao-Yuan Jing
Source: check_circle
Crossref

Single-/Multi-Source Domain Adaptation via domain separation: A simple but effective method

Pattern Recognition Letters
2023-10 | Journal article
DOI: 10.1016/j.patrec.2023.09.005
Contributors: Ziyun Cai; Dandan Zhang; Tengfei Zhang; Changhui Hu; Xiao-Yuan Jing
Source: check_circle
Crossref

A survey of deep domain adaptation based on label set classification

Multimedia Tools and Applications
2022-11 | Journal article
DOI: 10.1007/s11042-022-12630-8
Contributors: Min Fan; Ziyun Cai; Tengfei Zhang; Baoyun Wang
Source: check_circle
Crossref

Dual contrastive universal adaptation network for multi-source visual recognition

Knowledge-Based Systems
2022-10 | Journal article
DOI: 10.1016/j.knosys.2022.109632
Contributors: Ziyun Cai; Tengfei Zhang; Fumin Ma; Xiao-Yuan Jing
Source: check_circle
Crossref

Visual-Depth Matching Network: Deep RGB-D Domain Adaptation With Unequal Categories

IEEE Transactions on Cybernetics
2022-06 | Journal article
DOI: 10.1109/TCYB.2020.3032194
Contributors: Ziyun Cai; Xiao-Yuan Jing; Ling Shao
Source: check_circle
Crossref

Semi-Supervised Multi-View Deep Discriminant Representation Learning

IEEE Transactions on Pattern Analysis and Machine Intelligence
2021-07-01 | Journal article
DOI: 10.1109/TPAMI.2020.2973634
Contributors: Xiaodong Jia; Xiao-Yuan Jing; Xiaoke Zhu; Songcan Chen; Bo Du; Ziyun Cai; Zhenyu He; Dong Yue
Source: check_circle
Crossref

Classification complexity assessment for hyper-parameter optimization

Pattern Recognition Letters
2019-07 | Journal article
DOI: 10.1016/j.patrec.2019.05.021
Contributors: Ziyun Cai; Yang Long; Ling Shao
Source: check_circle
Crossref

Peer review (80 reviews for 13 publications/grants)

Review activity for Applied soft computing. (9)
Review activity for Computers & electrical engineering. (12)
Review activity for Computers & graphics. (1)
Review activity for Engineering applications of artificial intelligence. (1)
Review activity for Expert systems with applications. (3)
Review activity for Image and vision computing. (2)
Review activity for ISPRS journal of photogrammetry and remote sensing. (1)
Review activity for Knowledge-based systems. (28)
Review activity for Machine vision and applications. (1)
Review activity for Multimedia tools and applications. (5)
Review activity for Neurocomputing. (2)
Review activity for Optics and lasers in engineering. (3)
Review activity for Pattern recognition. (12)
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