no code implementations • 1 Apr 2024 • Ruikun Hou, Tim Fütterer, Babette Bühler, Efe Bozkir, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci
Our findings provide insights into using advanced, multimodal techniques for automated classroom observation, aiming to foster teacher training through frequent and valuable feedback.
no code implementations • 6 Feb 2024 • Efe Bozkir, Süleyman Özdel, Ka Hei Carrie Lau, Mengdi Wang, Hong Gao, Enkelejda Kasneci
Lastly, we speculate that combining the information provided to LLM-powered environments by the users and the biometric data obtained through the sensors might lead to novel privacy invasions.
1 code implementation • 22 Jan 2024 • Mengdi Wang, Anna Bodonhelyi, Efe Bozkir, Enkelejda Kasneci
Federated learning is a distributed collaborative machine learning paradigm that has gained strong momentum in recent years.
no code implementations • 23 May 2023 • Efe Bozkir, Süleyman Özdel, Mengdi Wang, Brendan David-John, Hong Gao, Kevin Butler, Eakta Jain, Enkelejda Kasneci
Latest developments in computer hardware, sensor technologies, and artificial intelligence can make virtual reality (VR) and virtual spaces an important part of human everyday life.
no code implementations • 29 Mar 2022 • Efe Bozkir
With increased usage of this technology and the acclimation of humans to virtual application scenarios, it is possible that in the near future an everyday virtual reality paradigm will be realized.
no code implementations • 20 Feb 2020 • Efe Bozkir, Onur Günlü, Wolfgang Fuhl, Rafael F. Schaefer, Enkelejda Kasneci
New generation head-mounted displays, such as VR and AR glasses, are coming into the market with already integrated eye tracking and are expected to enable novel ways of human-computer interaction in numerous applications.
no code implementations • 17 Feb 2020 • Wolfgang Fuhl, Efe Bozkir, Enkelejda Kasneci
In this paper, we present an approach based on reinforcement learning for eye tracking data manipulation.
no code implementations • 6 Nov 2019 • Efe Bozkir, Ali Burak Ünal, Mete Akgün, Enkelejda Kasneci, Nico Pfeifer
Eye tracking is handled as one of the key technologies for applications that assess and evaluate human attention, behavior, and biometrics, especially using gaze, pupillary, and blink behaviors.