Jakub Walczak

15 papers B 1Misc 1Journal 8Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Impact of code context and prompting strategies on automated unit test generation with modern general-purpose large language models.
J. Syst. Softw.
Jakub Walczak, Piotr Tomalak, Artur Laskowski
2025 J jnl
Climatrix: Xarray accessor for climate data sampling and reconstruction.
SoftwareX
Jakub Walczak, Wojciech Zyndul
2025 — conf
Comparison of the Effectiveness of Optical Flow Methods in Determining the Velocity of a UAV.
ICAISC (2)
Jakub Walczak, Janusz Furtak
2025 J jnl
Impact of Code Context and Prompting Strategies on Automated Unit Test Generation with Modern General-Purpose Large Language Models.
CoRR
Jakub Walczak, Piotr Tomalak, Artur Laskowski
2025 — conf
Interactive Semi-Automatic Labeling of Point Clouds Using Transformer-Based Descriptors.
ISD
Patryk Najgebauer, Rafal Scherer, Jakub Walczak, Adam Wojciechowski
2025 J jnl
Performance and Efficiency of Climate In-Situ Data Reconstruction: Why Optimized IDW Outperforms kriging and Implicit Neural Representation.
CoRR
Jakub Walczak
2024 J jnl
InLUT3D: Challenging real indoor dataset for point cloud analysis.
CoRR
Jakub Walczak
2024 J jnl
Kit4DL: Towards fast prototyping and experimentation in machine learning and deep learning.
SoftwareX
Jakub Walczak, Marco Mancini, Shahbaz Alvi
2023 — conf
Fast Visual Imperfection Detection when Real Negative Examples are Unavailable.
ICAISC (2)
Patryk Najgebauer, Rafal Scherer, Rafal Grycuk, Jakub Walczak, Adam Wojciechowski, Ewa Lada-Tondyra
2023 J jnl
Ultrasmall fully-convolution GVA-net for point cloud processing.
Appl. Soft Comput.
Jakub Walczak, Patryk Najgebauer, Adam Wojciechowski, Rafal Scherer
2021 B conf
CVA-GNN: Convolutional Vicinity Aggregation Graph Neural Network for Point Cloud Classification.
IJCNN
Jakub Walczak, Patryk Najgebauer, Rafal Scherer, Adam Wojciechowski
2021 — conf
Vicinity-Based Abstraction: VA-DGCNN Architecture for Noisy 3D Indoor Object Classification.
ICCS (3)
Jakub Walczak, Adam Wojciechowski, Patryk Najgebauer, Rafal Scherer
2020 — conf
Normal Grouping Density Separation (NGDS): A Novel Object-Driven Indoor Point Cloud Partition Method.
ICCS (6)
Jakub Walczak, Grzegorz Andrzejczak, Rafal Scherer, Adam Wojciechowski
2019 J jnl
Effective Planar Cluster Detection in Point Clouds Using Histogram-Driven Kd-Like Partition and Shifted Mahalanobis Distance Based Regression.
Remote. Sens.
Jakub Walczak, Tadeusz Poreda, Adam Wojciechowski
2018 Misc conf
Clustering Quality Measures for Point Cloud Segmentation Tasks.
ICCVG
Jakub Walczak, Adam Wojciechowski