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Biography

Philipp Müller was a PhD student in the Perceptual User Interfaces group from 2016 to 2020. He obtained a Bachelor's degree in Psychology and Bachelor and Master degrees in Computer Science, all from Saarland University. During his master studies he spent 6 months as Visiting Student Researcher at Stanford University. He is interested in human behaviour, computational models to help understanding it, and in discovering ways how such models can be helpful in human-machine interaction.


Publications

  1. Multimodal Integration of Human-Like Attention in Visual Question Answering

    Multimodal Integration of Human-Like Attention in Visual Question Answering

    Ekta Sood, Fabian Kögel, Philipp Müller, Dominike Thomas, Mihai Bâce, Andreas Bulling

    Proc. Workshop on Gaze Estimation and Prediction in the Wild (GAZE), CVPRW, pp. 2647–2657, 2023.

    Abstract Links BibTeX Project Tobii Sponsor award, oral presentation

  2. Improving Neural Saliency Prediction with a Cognitive Model of Human Visual Attention

    Improving Neural Saliency Prediction with a Cognitive Model of Human Visual Attention

    Ekta Sood, Lei Shi, Matteo Bortoletto, Yao Wang, Philipp Müller, Andreas Bulling

    Proc. the 45th Annual Meeting of the Cognitive Science Society (CogSci), pp. 3639–3646, 2023.

    Abstract Links BibTeX Project

  3. MultiMediate ’23: Engagement Estimation and Bodily Behaviour Recognition in Social Interactions

    MultiMediate ’23: Engagement Estimation and Bodily Behaviour Recognition in Social Interactions

    Philipp Müller, Michal Balazia, Tobias Baur, Michael Dietz, Alexander Heimerl, Dominik Schiller, Mohammed Guermal, Dominike Thomas, François Brémond, Jan Alexandersson, Elisabeth André, Andreas Bulling

    Proceedings of the 31st ACM International Conference on Multimedia, pp. 9640–9645, 2023.

    Abstract Links BibTeX Project

  1. Designing for Noticeability: The Impact of Visual Importance on Desktop Notifications

    Designing for Noticeability: The Impact of Visual Importance on Desktop Notifications

    Philipp Müller, Sander Staal, Mihai Bâce, Andreas Bulling

    Proc. ACM SIGCHI Conference on Human Factors in Computing Systems (CHI), pp. 1–13, 2022.

    Abstract Links BibTeX Project

  1. Altering Non-verbal Cues to Implicitly Direct Attention in Social VR

    Altering Non-verbal Cues to Implicitly Direct Attention in Social VR

    Radiah Rivu, Ken Pfeuffer, Philipp Müller, Yomna Abdelrahman, Andreas Bulling, Florian Alt

    ACM Symposium on Spatial User Interaction (SSUI), pp. 1–2, 2021.

    Abstract Links BibTeX Project

  1. Anticipating Averted Gaze in Dyadic Interactions

    Anticipating Averted Gaze in Dyadic Interactions

    Philipp Müller, Ekta Sood, Andreas Bulling

    Proc. ACM International Symposium on Eye Tracking Research and Applications (ETRA), pp. 1-10, 2020.

    Abstract Links BibTeX Project

  2. Improving Natural Language Processing Tasks with Human Gaze-Guided Neural Attention

    Improving Natural Language Processing Tasks with Human Gaze-Guided Neural Attention

    Ekta Sood, Simon Tannert, Philipp Müller, Andreas Bulling

    Advances in Neural Information Processing Systems (NeurIPS), pp. 1–15, 2020.

    Abstract Links BibTeX Project

  1. Reducing Calibration Drift in Mobile Eye Trackers by Exploiting Mobile Phone Usage

    Reducing Calibration Drift in Mobile Eye Trackers by Exploiting Mobile Phone Usage

    Philipp Müller, Daniel Buschek, Michael Xuelin Huang, Andreas Bulling

    Proc. ACM International Symposium on Eye Tracking Research and Applications (ETRA), pp. 1–9, 2019.

    Abstract Links BibTeX Project

  2. Emergent Leadership Detection Across Datasets

    Emergent Leadership Detection Across Datasets

    Philipp Müller, Andreas Bulling

    Proc. ACM International Conference on Multimodal Interaction (ICMI), pp. 274-278, 2019.

    Abstract Links BibTeX Project

  1. Detecting Low Rapport During Natural Interactions in Small Groups from Non-Verbal Behavior

    Detecting Low Rapport During Natural Interactions in Small Groups from Non-Verbal Behavior

    Philipp Müller, Michael Xuelin Huang, Andreas Bulling

    Proc. ACM International Conference on Intelligent User Interfaces (IUI), pp. 153-164, 2018.

    Abstract Links BibTeX Project

  2. Robust Eye Contact Detection in Natural Multi-Person Interactions Using Gaze and Speaking Behaviour

    Robust Eye Contact Detection in Natural Multi-Person Interactions Using Gaze and Speaking Behaviour

    Philipp Müller, Michael Xuelin Huang, Xucong Zhang, Andreas Bulling

    Proc. ACM International Symposium on Eye Tracking Research and Applications (ETRA), pp. 1–10, 2018.

    Abstract Links BibTeX Project

  3. Forecasting User Attention During Everyday Mobile Interactions Using Device-Integrated and Wearable Sensors

    Forecasting User Attention During Everyday Mobile Interactions Using Device-Integrated and Wearable Sensors

    Julian Steil, Philipp Müller, Yusuke Sugano, Andreas Bulling

    Proc. ACM International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI), pp. 1–13, 2018.

    Abstract Links BibTeX Project Best paper award

  1. Emotion recognition from embedded bodily expressions and speech during dyadic interactions

    Emotion recognition from embedded bodily expressions and speech during dyadic interactions

    Philipp Müller, Sikandar Amin, Prateek Verma, Mykhaylo Andriluka, Andreas Bulling

    Proc. International Conference on Affective Computing and Intelligent Interaction (ACII), pp. 663-669, 2015.

    Abstract Links BibTeX Project

  1. Test-time Adaptation for 3D Human Pose Estimation

    Test-time Adaptation for 3D Human Pose Estimation

    Sikandar Amin, Mykhaylo Andriluka, Philipp Müller, Andreas Bulling

    Proc. of the DAGM German Conference on Pattern Recognition (GCPR), pp. 253-264, 2014.

    Abstract Links BibTeX Project