| 2025 | MMAR | Tune the Darkness - Evaluation of Low-Light Object Detection Techniques. | Wojciech Zarzecki, Krystian Radlak |
| 2025 | SAFECOMP | Risk Analysis of One-Pixel Image Defects in Safety-Critical Deep Neural Networks. | Krystian Radlak, Adam Popowicz, Michal Szczepankiewicz, Pawel Zawistowski |
| 2023 | CVPR | Detection of Out-of-Distribution Samples Using Binary Neuron Activation Patterns. | Bartlomiej Olber, Krystian Radlak, Adam Popowicz, Michal Szczepankiewicz, Krystian Chachula |
| 2023 | ECAI | Detecting Out-of-Distribution Objects Using Neuron Activation Patterns. | Bartlomiej Olber, Krystian Radlak, Krystian Chachula, Jakub Lyskawa, Piotr Fratczak |
| 2022 | MMAR | Improving the detection of noisy labels in image datasets using modified Confidence Learning. | Adam Popowicz, Krystian Radlak, Slawomir Lasota, Karolina Szczepankiewicz, Michal Szczepankiewicz |
| 2022 | MMAR | Implementation and analysis of sparse random search adversarial attack. | Piotr Satala, Krystian Radlak |
| 2022 | SAFECOMP | A Statistical View on Automated Driving System Safety Architectures. | Rainer Faller, Krystian Radlak |
| 2022 | SAFECOMP | Testing and Verification of the Deep Neural Networks Against Sparse Pixel Defects. | Michal Szczepankiewicz, Krystian Radlak, Karolina Szczepankiewicz, Adam Popowicz, Pawel Zawistowski |
| 2020 | PRDC | Organization of machine learning based product development as per ISO 26262 and ISO/PAS 21448. | Krystian Radlak, Michal Szczepankiewicz, Tim Jones, Piotr Serwa |
| 2016 | ICMI | Automated recognition of facial expressions authenticity. | Krystian Radlak, Bogdan Smolka |
| 2015 | FIE | Integration of robotic arm manipulator with computer vision in a project-based learning environment. | Krystian Radlak, Marcin Fojcik |
| 2015 | FIE | Adaptive Vision Studio - Educational tool for image processing learning. | Krystian Radlak, Mariusz Frackiewicz, Marek Szczepanski, Michal Kawulok, Michal Czardybon |
| 2015 | IBPRIA | Escaping Path Approach with Extended Neighborhood for Speckle Noise Reduction. | Marek Szczepanski, Krystian Radlak, Adam Popowicz |
| 2015 | ICMI | Silesian Deception Database: Presentation and Analysis. | Krystian Radlak, Maciej Bozek, Bogdan Smolka |
| 2014 | ICCVG | Adaptive Non-local Means Filtering for Speckle Noise Reduction. | Krystian Radlak, Bogdan Smolka |
| 2014 | ICMV | Escaping path approach for speckle noise reduction. | Marek Szczepanski, Krystian Radlak |
| 2014 | MMSP | Gaze direction estimation from static images. | Krystian Radlak, Michal Kawulok, Bogdan Smolka, Natalia Radlak |
| 2013 | ISM | Trimmed Non-local Means Technique for Mixed Noise Removal in Color Images. | Krystian Radlak, Bogdan Smolka |