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Biography

Fabian Kögel is a PhD student in the Perceptual User Interface group since July 2024. He holds a Bachelor`s degree (with honors) in Audiovisual Media from the Media University Stuttgart and a Master's Degree in Information Technology from the University of Stuttgart. Since 2019 he has been doing research in the Perceptual User Interface group as a research assistant. Before returning to the institute, he has worked two years in industry as a research engineer at Sony Europe in the field of Expressive Speech Synthesis, Speech Analysis and Generative AI. His focus now lies in explainability, cognitive reasoning and fairness as well as integrating human feedback such as eye gaze to improve model usefulness.


Publications

  1. InteRead: An Eye Tracking Dataset of Interrupted Reading

    InteRead: An Eye Tracking Dataset of Interrupted Reading

    Francesca Zermiani, Prajit Dhar, Ekta Sood, Fabian Kögel, Andreas Bulling, Maria Wirzberger

    Proc. 31st Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING), pp. 9154–9169, 2024.

    Abstract Links BibTeX Project

  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

  1. VQA-MHUG: A gaze dataset to study multimodal neural attention in VQA

    VQA-MHUG: A gaze dataset to study multimodal neural attention in VQA

    Ekta Sood, Fabian Kögel, Florian Strohm, Prajit Dhar, Andreas Bulling

    Proc. ACL SIGNLL Conference on Computational Natural Language Learning (CoNLL), pp. 27–43, 2021.

    Abstract Links BibTeX Project Oral Presentation