| 2025 | ICCS | Fast Prediction of Job Execution Times in the ALICE Grid Through GPU-Based Inference with Quantization and Sparsity Techniques. | Tomasz Lelek, Szymon Mazurek, Maciej Wielgosz, Bartosz Balis |
| 2025 | ICCV | ForestFormer3D: A Unified Framework for End-to-End Segmentation of Forest LiDAR 3D Point Clouds. | Binbin Xiang, Maciej Wielgosz, Stefano Puliti, Kamil Krl, Martin Krucek, Azim Missarov, Rasmus Astrup |
| 2022 | FedCSIS | Canine age classification using Deep Learning as a step towards preventive medicine in animals. | Szymon Mazurek, Maciej Wielgosz, Jakub Caputa, Rafal Fraczek, Michal Karwatowski, Jakub Grzeszczyk, Daria Lukasik, Anna Smiech, Pawel Russek, Ernest Jamro, Agnieszka Dabrowska-Boruch, Marcin Pietron, Sebastian Koryciak, Kazimierz Wiatr |
| 2020 | ICCS | Retrain or Not Retrain? - Efficient Pruning Methods of Deep CNN Networks. | Marcin Pietron, Maciej Wielgosz |
| 2018 | ICAART | Improving Text Classification with Vectors of Reduced Precision. | Krzysztof Wrbel, Maciej Wielgosz, Marcin Pietron, Michal Karwatowski, Jerzy Duda, Aleksander Smywinski-Pohl |
| 2016 | FedCSIS | Using Spatial Pooler of Hierarchical Temporal Memory for object classification in noisy video streams. | Maciej Wielgosz, Marcin Pietron, Kazimierz Wiatr |
| 2016 | ICAART | Study of the Parallel Techniques for Dimensionality Reduction and Its Impact on Performance of the Text Processing Algorithms. | Marcin Pietron, Maciej Wielgosz, Pawel Russek, Kazimierz Wiatr |
| 2016 | ICAART | Parallel Implementation of Spatial Pooler in Hierarchical Temporal Memory. | Marcin Pietron, Maciej Wielgosz, Kazimierz Wiatr |
| 2016 | ICAISC | Comparison of SVM and Ontology-Based Text Classification Methods. | Krzysztof Wrbel, Maciej Wielgosz, Aleksander Smywinski-Pohl, Marcin Pietron |
| 2015 | PPAM | Energy Efficient Calculations of Text Similarity Measure on FPGA-Accelerated Computing Platforms. | Michal Karwatowski, Pawel Russek, Maciej Wielgosz, Sebastian Koryciak, Kazimierz Wiatr |
| 2009 | PPAM | Hardware Implementation of the Exponent Based Computational Core for an Exchange-Correlation Potential Matrix Generation. | Maciej Wielgosz, Ernest Jamro, Kazimierz Wiatr |
| 2007 | DDECS | FPGA Implementation of Strongly Parallel Histogram Equalization. | Ernest Jamro, Maciej Wielgosz, Kazimierz Wiatr |
| 2007 | FPL | FPGA Implementation of 64-bit Exponential Function for HPC. | Ernest Jamro, Kazimierz Wiatr, Maciej Wielgosz |