Agnieszka Polowczyk

16 papers B 4Journal 5Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
DIAMOND: Directed Inference for Artifact Mitigation in Flow Matching Models.
CoRR
Alicja Polowczyk, Agnieszka Polowczyk, Piotr Borycki, Joanna Waczynska, Jacek Tabor, Przemyslaw Spurek
2026 J jnl
GenPlanner: From Noise to Plans - Emergent Reasoning in Flow Matching and Diffusion Models.
CoRR
Agnieszka Polowczyk, Alicja Polowczyk, Michal Wieczorek
2026 — conf
Graph-Based Pixel Representation Using GCN for Semantic Face Segmentation.
ICAART (1)
Agnieszka Polowczyk, Alicja Polowczyk, Marcin Wozniak, Michal Wieczorek
2026 J jnl
Mental illness text classification based on Late Fusion combining BERT with Apriori-informed Graph Attention Network.
Comput. Stand. Interfaces
Alicja Polowczyk, Agnieszka Polowczyk, Marcin Wozniak
2025 B conf
3D Point Cloud Classification Using Graph Convolutional Network with Multi-Scale Pooling.
DSAA
Alicja Polowczyk, Agnieszka Polowczyk, Antoni Jaszcz, Marcin Wozniak, Dawid Polap
2025 B conf
Atrous-CNN with Hierarchical-Based Training Strategy Approach for Decentralized Tasks.
DSAA
Antoni Jaszcz, Agnieszka Polowczyk, Alicja Polowczyk, Katarzyna Wiltos, Dawid Polap, Marcin Wozniak
2025 — conf
Dynamic Injection of LoRA Adapters via Prompt Semantics for Modular Stylization in Diffusion Models.
ICIST
Alicja Polowczyk, Agnieszka Polowczyk
2025 — conf
Graph Neural Network via Dynamic Weights and LSTM with Attention for Traffic Forecasting.
ANT/EDI40
Agnieszka Polowczyk, Alicja Polowczyk, Marcin Wozniak
2025 B conf
Hybrid Federated Learning Framework with Client - Tailored Attentive Feature Extractor for Agricultural Health Monitoring.
DSAA
Antoni Jaszcz, Agnieszka Polowczyk, Alicja Polowczyk, Katarzyna Wiltos, Dawid Polap, Marcin Wozniak
2025 J jnl
Memory Self-Regeneration: Uncovering Hidden Knowledge in Unlearned Models.
CoRR
Agnieszka Polowczyk, Alicja Polowczyk, Joanna Waczynska, Piotr Borycki, Przemyslaw Spurek
2025 B conf
RSAM-UNETR: Transformers for Road Segmentation for self driving cars using Residual Spatial Attention Module.
IJCNN
Alicja Polowczyk, Agnieszka Polowczyk, Marcin Wozniak
2025 — conf
Segmented Medical Image Classification with Deep Convolutional Neural Networks Architectures for WBC Detection.
ICAISC (2)
Katarzyna Wiltos, Agnieszka Polowczyk, Alicja Polowczyk, Marcin Wozniak, Michal Wieczorek
2025 J jnl
UnGuide: Learning to Forget with LoRA-Guided Diffusion Models.
CoRR
Agnieszka Polowczyk, Alicja Polowczyk, Dawid Malarz, Artur Kasymov, Marcin Mazur, Jacek Tabor, Przemyslaw Spurek
2024 — conf
The Impact of Different Generators in Deep Convolutional GAN Models on the Quality of Generated Photos.
ICIST
Alicja Polowczyk, Agnieszka Polowczyk
2023 — conf
The Effectiveness of PCA in Decision Tree and Random Forest for Raisin Dataset.
ICYRIME
Agnieszka Polowczyk, Alicja Polowczyk
2023 — conf
The Effectiveness of PCA in KNN, Gaussian Naive Bayes Classifier and SVM for Raisin Dataset.
SYSTEM
Agnieszka Polowczyk, Alicja Polowczyk