Concepedia

Xialei Liu

XL

Statistics

Publications

48

Citations

4.1K

H-Index

28

Active since

2017

Affiliations

Fifth Affiliated Hospital of Sun Yat-sen University(Current)

Sun Yat-sen University

Universitat Autònoma de Barcelona

Nankai University

Computer Vision Center

Xialei Liu is an author at Fifth Affiliated Hospital of Sun Yat-sen University specializing in computing, computer science, and machine learning.

ORCID

Publications per year

2017–2025

48

Publications

48

Class-Incremental Learning: Survey and Performance Evaluation on Image Classification

Marc Masana, Xialei Liu, Bartłomiej Twardowski et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2022 · 613 citations

, , +12

RankIQA: Learning from Rankings for No-Reference Image Quality Assessment

Xialei Liu, Joost van de Weijer, Andrew D. Bagdanov · 2017 · 504 citations

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Leveraging Unlabeled Data for Crowd Counting by Learning to Rank

Xialei Liu, Joost van de Weijer, Andrew D. Bagdanov · 2018 · 322 citations

, , +14

Semantic Drift Compensation for Class-Incremental Learning

Lu Yu, Bartłomiej Twardowski, Xialei Liu et al. · 2020 · 299 citations

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Rotate your Networks: Better Weight Consolidation and Less Catastrophic Forgetting

Xialei Liu, Marc Masana, Luis Herranz et al. · 2018 · 247 citations · Full text

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