Publications

• 2024

  Continual learning by subnetwork creation and selection

  A. Dekhovich

• 2024

  Continual learning for surface defect segmentation by subnetwork creation and selection

  Aleksandr Dekhovich / Miguel A. Bessa

• 2024

  Neural network relief: a pruning algorithm based on neural activity

  Aleksandr Dekhovich / David M.J. Tax / Marcel H.F. Sluiter / Miguel A. Bessa

• 2024

  iPINNs: incremental learning for Physics-informed neural networks

  Aleksandr Dekhovich / Marcel H.F. Sluiter / David M.J. Tax / Miguel A. Bessa

• 2023

  Continual prune-and-select: class-incremental learning with specialized subnetworks

  Aleksandr Dekhovich / David M.J. Tax / Marel H.F. Sluiter / Miguel A. Bessa

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