Aleksandr Dekhovich

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Pruning Algorithms

Incremental Learning

Top Venues

Publications

Aleksandr Dekhovich, David M. J. Tax, Marcel H. F. Sluiter, Miguel A. Bessa
Neural network relief: a pruning algorithm based on neural activity. Mach. Learn. 113 (5) (2024)
Aleksandr Dekhovich, Miguel A. Bessa
Continual learning for surface defect segmentation by subnetwork creation and selection. CoRR (2023)
Aleksandr Dekhovich, David M. J. Tax, Marcel H. F. Sluiter, Miguel A. Bessa
Continual prune-and-select: class-incremental learning with specialized subnetworks. Appl. Intell. 53 (14) (2023)
Aleksandr Dekhovich, Marcel H. F. Sluiter, David M. J. Tax, Miguel A. Bessa
iPINNs: Incremental learning for Physics-informed neural networks. CoRR (2023)
Aleksandr Dekhovich, O. Taylan Turan, Jiaxiang Yi, Miguel A. Bessa
Cooperative data-driven modeling. CoRR (2022)
Aleksandr Dekhovich, David M. J. Tax, Marcel H. F. Sluiter, Miguel A. Bessa
Continual Prune-and-Select: Class-incremental learning with specialized subnetworks. CoRR (2022)
Aleksandr Dekhovich, David M. J. Tax, Marcel H. F. Sluiter, Miguel A. Bessa
Neural network relief: a pruning algorithm based on neural activity. CoRR (2021)