Alicja Polowczyk

According to our database, Alicja Polowczyk authored at least 16 papers between 2023 and 2026.

Collaborative distances:

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

2026

GenPlanner: From Noise to Plans - Emergent Reasoning in Flow Matching and Diffusion Models.

Agnieszka Polowczyk, Alicja Polowczyk, Michal Wieczorek

CoRR, February, 2026

DIAMOND: Directed Inference for Artifact Mitigation in Flow Matching Models.

Alicja Polowczyk, Agnieszka Polowczyk, Piotr Borycki, Joanna Waczynska, Jacek Tabor, Przemyslaw Spurek

CoRR, February, 2026

Mental illness text classification based on Late Fusion combining BERT with Apriori-informed Graph Attention Network.

Alicja Polowczyk, Agnieszka Polowczyk, Marcin Wozniak

Comput. Stand. Interfaces, 2026

Graph-Based Pixel Representation Using GCN for Semantic Face Segmentation.

Agnieszka Polowczyk, Alicja Polowczyk, Marcin Wozniak, Michal Wieczorek

Proceedings of the 18th International Conference on Agents and Artificial Intelligence, 2026

2025

Memory Self-Regeneration: Uncovering Hidden Knowledge in Unlearned Models.

Agnieszka Polowczyk, Alicja Polowczyk, Joanna Waczynska, Piotr Borycki, Przemyslaw Spurek

CoRR, October, 2025

UnGuide: Learning to Forget with LoRA-Guided Diffusion Models.

Agnieszka Polowczyk, Alicja Polowczyk, Dawid Malarz, Artur Kasymov, Marcin Mazur, Jacek Tabor, Przemyslaw Spurek

CoRR, August, 2025

RSAM-UNETR: Transformers for Road Segmentation for self driving cars using Residual Spatial Attention Module.

Alicja Polowczyk, Agnieszka Polowczyk, Marcin Wozniak

Proceedings of the International Joint Conference on Neural Networks, 2025

Dynamic Injection of LoRA Adapters via Prompt Semantics for Modular Stylization in Diffusion Models.

Alicja Polowczyk, Agnieszka Polowczyk

Proceedings of the Information and Software Technologies - 31st International Conference, 2025

Segmented Medical Image Classification with Deep Convolutional Neural Networks Architectures for WBC Detection.

Katarzyna Wiltos, Agnieszka Polowczyk, Alicja Polowczyk, Marcin Wozniak, Michal Wieczorek

Proceedings of the Artificial Intelligence and Soft Computing, 2025

3D Point Cloud Classification Using Graph Convolutional Network with Multi-Scale Pooling.

Alicja Polowczyk, Agnieszka Polowczyk, Antoni Jaszcz, Marcin Wozniak, Dawid Polap

Proceedings of the 12th IEEE International Conference on Data Science and Advanced Analytics, 2025

Hybrid Federated Learning Framework with Client - Tailored Attentive Feature Extractor for Agricultural Health Monitoring.

Antoni Jaszcz, Agnieszka Polowczyk, Alicja Polowczyk, Katarzyna Wiltos, Dawid Polap, Marcin Wozniak

Proceedings of the 12th IEEE International Conference on Data Science and Advanced Analytics, 2025

Atrous-CNN with Hierarchical-Based Training Strategy Approach for Decentralized Tasks.

Antoni Jaszcz, Agnieszka Polowczyk, Alicja Polowczyk, Katarzyna Wiltos, Dawid Polap, Marcin Wozniak

Proceedings of the 12th IEEE International Conference on Data Science and Advanced Analytics, 2025

Graph Neural Network via Dynamic Weights and LSTM with Attention for Traffic Forecasting.

Agnieszka Polowczyk, Alicja Polowczyk, Marcin Wozniak

Proceedings of the 16th International Conference on Ambient Systems, 2025

2024

The Impact of Different Generators in Deep Convolutional GAN Models on the Quality of Generated Photos.

Alicja Polowczyk, Agnieszka Polowczyk

Proceedings of the Information and Software Technologies - 30th International Conference, 2024

2023

The Effectiveness of PCA in KNN, Gaussian Naive Bayes Classifier and SVM for Raisin Dataset.

Agnieszka Polowczyk, Alicja Polowczyk

Proceedings of the 9th Scholar's Yearly Symposium of Technology, 2023

The Effectiveness of PCA in Decision Tree and Random Forest for Raisin Dataset.

Agnieszka Polowczyk, Alicja Polowczyk

Proceedings of the 8th International Conference of Yearly Reports on Informatics, 2023