Remember More by Recalling Less: Investigating the Role of Batch Size in Continual Learning with Experience Replay (Student Abstract). - Maciej Wolczyk; Andrii Krutsylo (AAAI, 2021)

DIT4BEARs Smart Roads Internship. - Md Abrar Jahin; Andrii Krutsylo (CoRR, 2021)

Diverse Memory for Experience Replay in Continual Learning. - Andrii Krutsylo; Pawel Morawiecki (ESANN, 2022)

Hebbian Continual Representation Learning. - Pawel Morawiecki; Andrii Krutsylo; Maciej Wolczyk; Marek Smieja (HICSS, 2023)

The Inter-batch Diversity of Samples in Experience Replay for Continual Learning. - Andrii Krutsylo (AAAI, 2024)

Batch Sampling for Experience Replay. - Andrii Krutsylo (COMAD/CODS, 2024)

Evaluating Knowledge Retention in Continual Learning. - Andrii Krutsylo (SAC, 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)

Continually learn to map visual concepts to language models in resource-constrained environments. - Clea Rebillard; Julio Hurtado; Andrii Krutsylo; Lucia C. Passaro; Vincenzo Lomonaco (Neurocomputing, 2025)

Scalable Forward-Forward Algorithm. - Andrii Krutsylo (CoRR, 2025)

Non-Uniform Memory Sampling in Experience Replay. - Andrii Krutsylo (CoRR, 2025)