Krzysztof Czarnecki is affiliated with the University of Waterloo in Canada and has contributed extensively to research in computer science and engineering. Their work spans primarily in the fields of Artificial Intelligence, Automotive Engineering, Computer Vision and Pattern Recognition, Control and Systems Engineering, and Safety, Risk, Reliability and Quality.
The research topics addressed by Czarnecki include autonomous vehicle technology and safety, adversarial robustness in machine learning, advanced neural network applications, traffic control and management, traffic and road safety, safety systems engineering in autonomy, and vehicle dynamics and control systems. The diversity of topics reflects a focus on the technical and safety challenges in autonomous driving and intelligent transportation systems.
Recent papers from Czarnecki showcase their contributions to 3D object detection, perception safety, and autonomous driving maneuvers. Selected recent works include:
Czarnecki frequently collaborates with a group of co-authors including:
Publication venues where Czarnecki has often contributed are:
The accumulation of 65 publications in computer science and 58 in engineering highlights a sustained research output. The subfields and topics demonstrate an emphasis on both theoretical and applied challenges within autonomous systems and machine learning as applied to safety and transportation domains.
Barbara Barth;Gregory Butler;Krzysztof Czarnecki;Ulrich W. Eisenecker
Krzysztof Czarnecki;Ulrich W. Eisenecker
Thomas Stahl;Markus Voelter;Krzysztof Czarnecki
K. Czarnecki;S. Helsen
Krzysztof Czarnecki;Simon Helsen
Krzysztof Czarnecki;Simon Helsen;Ulrich W. Eisenecker
Krzysztof Czarnecki;Michał Antkiewicz
Krzysztof Czarnecki;Simon Helsen;Ulrich Eisenecker
Krzysztof Czarnecki;Simon Helsen;Ulrich W. Eisenecker
Thorsten Berger;Ralf Rublack;Divya Nair;Joanne M. Atlee
K. Czarnecki;A. Wasowski
Krzysztof Czarnecki;Paul Grünbacher;Rick Rabiser;Klaus Schmid
Steven She;Rafael Lotufo;Thorsten Berger;Andrzej Wasowski
Michal Antkiewicz;Krzysztof Czarnecki
Marcilio Mendonca;Andrzej Wąsowski;Krzysztof Czarnecki
Krzysztof Czarnecki;J. Nathan Foster;Zhenjiang Hu;Ralf Lämmel
Krzysztof Czarnecki;Krzysztof Pietroszek
Krzysztof Czarnecki
Y. Dubinsky;J. Rubin;T. Berger;S. Duszynski
Rafael Lotufo;Steven She;Thorsten Berger;Krzysztof Czarnecki
Krzysztof Czarnecki;Thomas Bednasch;Peter Unger;Ulrich W. Eisenecker
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