Related work

The foundational work on continual learning, 1959 to 2026: methods, theory, benchmarks, surveys, and the neuroscience of memory. Updated weekly; some carry our notes.

15 papers of 11,817Sort Recent · Most cited

University of Macau Clear all

2021
Relational Experience Replay: Continual Learning by Adaptively Tuning Task-Wise RelationshipQuanziang Wang, Renzhen Wang, Yuexiang Li … Deyu MengIEEE Trans. Multimedia · Xi'an Jiaotong University · Tencent (China) · +1
PDF ↗
2021
Crack detection using fusion features‐based broad learning system and image processingYang Zhang, Ka‐Veng YuenComputer-Aided Civil and Infrastructure Engineering · Guangxi University · University of Macau · +1
2021
Frequency Principle in Broad Learning SystemGuangyong Chen, Min Gan, C. L. Philip Chen … Long ChenTNNLS · Fuzhou University · South China University of Technology · +1
2021
Face Sketch Synthesis Using Regularized Broad Learning SystemPing Li, Bin Sheng, C. L. Philip ChenTNNLS · Hong Kong Polytechnic University · Shanghai Jiao Tong University · +3
2020
Prototype-Based Discriminative Feature Representation for Class-incremental Cross-modal RetrievalShaoquan Zhu, Yong Feng, Mingliang Zhou … Ran WeiInternational Journal of Pattern Recognition and Artifici… · Ministry of Education of the People's Republic of China · Chongqing University · +3
2020
Weighted Generalized Cross-Validation-Based Regularization for Broad Learning SystemMin Gan, Hongtao Zhu, Guangyong Chen, C. L. Philip ChenIEEE Trans. Cybernetics · Fuzhou University · University of Macau · +1
2020
BNGBS: An efficient network boosting system with triple incremental learning capabilities for more nodes, samples, and classesLiangjun Feng, Chunhui Zhao, C. L. Philip Chen … Chuan FuNeurocomputing · State Key Laboratory of Industrial Control Technology · University of Macau · +1
2020
Neural-Learning-Based Force Sensorless Admittance Control for Robots With Input DeadzoneGuangzhu Peng, C. L. Philip Chen, Wei He, Chenguang YangIEEE Transactions · University of Macau · South China University of Technology · +3
2020
Sparse Bayesian Broad Learning System for Probabilistic Estimation of PredictionLili Xu, C. L. Philip Chen, Ruizhi HanIEEE Access · University of Macau · Beijing Normal University · +2
2019
Multiview High Dynamic Range Image Synthesis Using Fuzzy Broad Learning SystemHongbin Guo, Bin Sheng, Ping Li, C. L. Philip ChenIEEE Trans. Cybernetics · Shanghai Jiao Tong University · Hong Kong Polytechnic University · +3
2018
Broad Learning System for Class Incremental LearningRuizhi Han, C. L. Philip Chen, Shuang FengInternational Conference on Security, Pattern Analysis, a… · University of Macau
2019
Universal Approximation Capability of Broad Learning System and Its Structural VariationsC. L. Philip Chen, Zhulin Liu, Shuang FengTNNLS · University of Macau
2020
Recurrent Broad Learning Systems for Time Series PredictionMeiling Xu, Min Han, C. L. Philip Chen, Tie QiuIEEE Trans. Cybernetics · Dalian University of Technology · Dalian University · +2
2019
New Incremental Learning Algorithm With Support Vector MachinesJie Xu, Chen Xu, Bin Zou … Xinge YouIEEE Transactions · Hubei University · University of Ottawa · +2
2014
iSentenizer-μ: Multilingual Sentence Boundary Detection ModelDerek F. Wong, Lidia S. Chao, Xiaodong ZengThe Scientific World JOURNAL · University of Macau

About this index

We keep this list because we read the field and wanted one place to see it. It covers work on continual learning itself, in the core areas of machine learning, and leaves out papers that apply it inside another field, such as medical imaging or fault diagnosis. It is seeded from the community lists kept by ContinualAI and by Xialei Liu, then filled out from OpenAlex, and every week a script looks for new papers on OpenAlex and arXiv. A model reads each candidate and decides whether it belongs; a person reviews the additions before they go live. Authors and affiliations come from OpenAlex, so a recent preprint can lack its institutions for a week or two.

Missing something, or filed under the wrong venue? Write to hello@unify.ai with the arXiv id or DOI.