Andrii Krutsylo

According to our database, Andrii Krutsylo authored at least 8 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Continually Learn to Map Visual Concepts to Large Language Models in Resource-constrained Environments.

Clea Rebillard, Julio Hurtado, Andrii Krutsylo, Lucia C. Passaro, Vincenzo Lomonaco

CoRR, 2024

Evaluating Knowledge Retention in Continual Learning.

Andrii Krutsylo

Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 2024

Batch Sampling for Experience Replay.

Andrii Krutsylo

Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD), 2024

The Inter-batch Diversity of Samples in Experience Replay for Continual Learning.

Andrii Krutsylo

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Hebbian Continual Representation Learning.

Pawel Morawiecki, Andrii Krutsylo, Maciej Wolczyk, Marek Smieja

Proceedings of the 56th Hawaii International Conference on System Sciences, 2023

2022

Diverse Memory for Experience Replay in Continual Learning.

Andrii Krutsylo, Pawel Morawiecki

Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022

2021

DIT4BEARs Smart Roads Internship.

Md. Abrar Jahin, Andrii Krutsylo

CoRR, 2021

Remember More by Recalling Less: Investigating the Role of Batch Size in Continual Learning with Experience Replay (Student Abstract).

Maciej Wolczyk, Andrii Krutsylo

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021