Aleksandr Dekhovich

12 papers Journal 10Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Continual learning for surface defect segmentation by subnetwork creation and selection. J. Intell. Manuf. Aleksandr Dekhovich, Miguel A. Bessa
2025	J	`jnl`	Sequential wafer map inspection via feedback loop with reinforcement learning. Expert Syst. Appl. Aleksandr Dekhovich, Oleg Soloviev, Michel Verhaegen
2025	—	`conf`	SupConWI-RL: Wafer Inspection with Reinforcement Learning Enhanced by Supervised Contrastive Learning. ICCVW Aleksandr Dekhovich, Oleg Soloviev
2025	J	`jnl`	iPINNs: incremental learning for Physics-informed neural networks. Eng. Comput. Aleksandr Dekhovich, Marcel H. F. Sluiter, David M. J. Tax, Miguel A. Bessa
2024	—	`—`	Continual learning by subnetwork creation and selection. Aleksandr Dekhovich
2024	J	`jnl`	Neural network relief: a pruning algorithm based on neural activity. Mach. Learn. Aleksandr Dekhovich, David M. J. Tax, Marcel H. F. Sluiter, Miguel A. Bessa
2023	J	`jnl`	Continual learning for surface defect segmentation by subnetwork creation and selection. CoRR Aleksandr Dekhovich, Miguel A. Bessa
2023	J	`jnl`	Continual prune-and-select: class-incremental learning with specialized subnetworks. Appl. Intell. Aleksandr Dekhovich, David M. J. Tax, Marcel H. F. Sluiter, Miguel A. Bessa
2023	J	`jnl`	iPINNs: Incremental learning for Physics-informed neural networks. CoRR Aleksandr Dekhovich, Marcel H. F. Sluiter, David M. J. Tax, Miguel A. Bessa
2022	J	`jnl`	Continual Prune-and-Select: Class-incremental learning with specialized subnetworks. CoRR Aleksandr Dekhovich, David M. J. Tax, Marcel H. F. Sluiter, Miguel A. Bessa
2022	J	`jnl`	Cooperative data-driven modeling. CoRR Aleksandr Dekhovich, O. Taylan Turan, Jiaxiang Yi, Miguel A. Bessa
2021	J	`jnl`	Neural network relief: a pruning algorithm based on neural activity. CoRR Aleksandr Dekhovich, David M. J. Tax, Marcel H. F. Sluiter, Miguel A. Bessa