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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.

27 papers of 11,817Sort Recent · Most cited
2010 Clear all
  1. 2010
    Teaching Technological Innovation and Entrepreneurship in Polymeric BiomaterialsNewell R. WashburnJournal of Biomedical Materials Research Part A · Carnegie Mellon University
  2. 2010
    Becoming an Outstanding Primary School TeacherRussell GriggPreprint
  3. 2010
    An Intelligent Inference System for Robot Hand Optimal Grasp PreshapingCabbar Veysel Baysal, Aydan M. ErkmenInternational Journal of Computational Intelligence Systems · Cukurova University · Middle East Technical University
  4. 2010
    Hybrid neural network and case based reasoning system for Web user behavior clustering and classificationFarida Zehraoui, Rushed Kanawati, Sylvie SalottiInternational Journal of Hybrid Intelligent Systems · Centre National de la Recherche Scientifique · Informatique, BioInformatique, Systèmes Complexes · +4
  5. 2010
    Neuronal replicators solve the stability-plasticity dilemmaChrisantha Fernandoannual conference on Genetic and evolutionary computation · University of Sussex
  6. 2010
    An incremental learning method for neural networks in adaptive environmentsBeatriz Pérez‐Sánchez, Óscar Fontenla-Romero, Bertha Guijarro‐BerdiñasIJCNN · Universidade da Coruña
  7. 2010
    Semi-supervised incremental learningAbdelhamid Bouchachia, Markus Prossegg, Hakan DumanInternational Conference on Fuzzy Systems · University of Klagenfurt · FH Kärnten · +1
  8. 2010
    A NEW Cluster-histo-regression ANALYSIS FOR INCREMENTAL LEARNING FROM TEMPORAL DATA CHUNKSP. Nagabhushan, Syed Zakir Ali, Pradeep Kumar RathinaveluInternational Journal of Machine Intelligence
  9. 2010
    Emerging Research Topics in Social LearningRalf KlammaInternational Conference on Networked Learning · RWTH Aachen University
  10. 2010
    Epigenetic regulation of oligodendrocyte identityJia Liu, Patrizia CasacciaTrends in Neurosciences · Icahn School of Medicine at Mount Sinai
  11. 2010
    SOMs for Machine LearningIren Valova, Derek Beaton, Daniel MacLeMachine Learning · University of Massachusetts Dartmouth
  12. 2010
    Incremental learning approach based on vector neural network for emitter identificationHuanxi Liu, Z. Liu, Weidong Jiang, Yuzhen ZhouIET Signal Processing · National University of Defense Technology
  13. 2010
    A Novel Approach for Collaborative Pair ProgrammingSanjay Goel, Vanshi KathuriaJournal of Information Technology Education Research · Jaypee Institute of Information Technology · Accenture (Switzerland)
  14. 2010
    An Autonomous Incremental Learning Algorithm for Radial Basis Function NetworksSeiichi Ozawa, Toshihisa Tabuchi, Sho Nakasaka, Asim RoyJournal of Intelligent Learning Systems and Applications · Kobe University · Arizona State University
  15. 2010
    User-Adapted Recommendation of Content on Mobile Devices Using Bayesian NetworksHirotoshi Iwasaki, Nobuhiro Mizuno, Kousuke Hara, Yoichi MotomuraIEICE Transactions on Information and Systems · Denso (United States) · National Institute of Advanced Industrial Science and Technology
  16. 2010
    Incremental Learning and Validation of Sequential Predictors in Video Browsing ApplicationDavid Hurych, Tomáš SvobodaICCV · Czech Technical University in Prague
  17. 2010
    Towards semi-supervised learning of semantic spatial concepts for mobile robotsJesús Martínez-Gómez, Barbara CaputoJournal of Physical Agents (JoPha)
  18. 2010
    HCBPM: an idea toward a social learning environment for humanoid robotFady Alnajjar, Abdul Rahman Hafiz, Kazuyuki MuraseJournal of Robotics · University of Fukui
  19. 2010
    Incremental Bayesian classification for Chinese question sentences based on fuzzy feedbackShuling Di, Hui Li, Pilian HeInternational Conference on Future Computer and Communica… · Shijiazhuang Tiedao University · Tianjin University
  20. 2010
    A Comparison between Growing and Variably Dense Self Organizing Maps for Incremental Learning in Hubel Weisel Models of Concept RepresentationNeo Choon kiat Daniel, Kiruthika Ramanathan, Luping Shi, Prahlad VadakkepatSpringer CCIS · Agency for Science, Technology and Research · Data Storage Institute · +1
  21. 2010
    Self-organizing neural architectures and multi-agent cooperative reinforcement learningDan XiaoNanyang Technological University
  22. 2010
    Catastrophic Forgetting in Reinforcement-Learning EnvironmentsAndrew CahillPreprint
  23. 2010
    A Modified Incremental Learning RBF Neural Network in Image GuidanceNing LiuPreprint
  24. 2010
    Evolving Neural Networks for Improved Incremental Learning PerformanceJ. BullinariaPreprint
  25. 2010
    Research on the Clustering Algorithm of the Class-Incremental Learning Model for Underwater Vehicle Noise Source RecognitionLin-Ke ZhangPreprint
  26. 2010
    Toward an Architecture for Never-Ending Language LearningAuthors pendingAAAI
  27. 2010
    Virtual library and continual learning for engineersKong-Meng Lim, Fatt Cheong. ChoyPreprint
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.