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Anticipatory Human-Computer Interaction

Publications

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

Author(s): Philipp Müller, Michal Balazia, Tobias Baur, Michael Dietz, Alexander Heimerl, Dominik Schiller, Mohammed Guermal, Dominike Thomas, François Brémond, Jan Alexandersson, Elisabeth André, Andreas Bulling
Published in: Proc. of the 31st ACM International Conference on Multimedia 2023, 2023
Publisher: ACM
DOI: 10.1145/3581783.3613851

Int-HRL: Towards Intention-based Hierarchical Reinforcement Learning

Author(s): Anna Penzkofer, Simon Schaefer, Florian Strohm, Mihai Bâce, Stefan Leutenegger, Andreas Bulling
Published in: Proc. Adaptive and Learning Agents Workshop (ALA)2023, 2023
Publisher: ACM

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

Author(s): Philipp Müller, Sander Staal, Mihai Bâce, Andreas Bulling
Published in: Proc. ACM SIGCHI Conference on Human Factors in Computing Systems (CHI)2022, 2022
Publisher: ACM
DOI: 10.1145/3491102.3501954

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

Author(s): Ekta Sood, Fabian Kögel, Florian Strohm, Prajit Dhar, Andreas Bulling
Published in: Proc. ACL SIGNLL Conference on Computational Natural Language Learning (CoNLL), 2021, Page(s) 27-43
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2021.conll-1.3

Neural Photofit: Gaze-based Mental Image Reconstruction

Author(s): Florian Strohm, Ekta Sood, Sven Mayer, Philipp Müller, Mihai Bâce, Andreas Bulling
Published in: Proc. IEEE International Conference on Computer Vision (ICCV), 2021
Publisher: IEEE Computer Society

Mouse2Vec: Learning Reusable Semantic Representations of Mouse Behaviour

Author(s): Guanhua Zhang, Zhiming Hu, Mihai Bâce, Andreas Bulling
Published in: Proc. ACM SIGCHI Conference on Human Factors in Computing Systems (CHI), 2024, Page(s) pp. 1–17
Publisher: ACM
DOI: 10.1145/3613904.3642141

Predicting Next Actions and Latent Intents during Text Formatting

Author(s): Guanhua Zhang, Susanne Hindennach, Jan Leusmann, Felix Bühler, Benedict Steuerlein, Sven Mayer, Mihai Bâce, Andreas Bulling
Published in: Proc. the CHI Workshop Computational Approaches for Understanding, Generating, and Adapting User Interfaces, 2022
Publisher: ACM

Facial Composite Generation with Iterative Human Feedback

Author(s): Florian Strohm, Ekta Sood, Dominike Thomas, Mihai Bâce, Andreas Bulling
Published in: Proc. The 1st Gaze Meets ML workshop, PMLR 2023, 2023
Publisher: PMLR

Multimodal Integration of Human-Like Attention in Visual Question Answering

Author(s): Ekta Sood, Fabian Kögel, Philipp Müller, Dominike Thomas, Mihai Bâce, Andreas Bulling
Published in: Proc. Workshop on Gaze Estimation and Prediction in the Wild (GAZE), CVPRW 2023, 2023
Publisher: IEEE

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

Author(s): Ekta Sood, Lei Shi, Matteo Bortoletto, Yao Wang, Philipp Müller, Andreas Bulling
Published in: Proc. the 45th Annual Meeting of the Cognitive Science Society (CogSci)2023, 2023
Publisher: eScholarship

ConAn: A Usable Tool for Multimodal Conversation Analysis

Author(s): Anna Penzkofer, Philipp Müller, Felix Bühler, Sven Mayer, Andreas Bulling
Published in: Proc. ACM International Conference on Multimodal Interaction (ICMI), 2021, Page(s) 341-351
Publisher: ACM
DOI: 10.1145/3462244.3479886

Learning-based Region Selection for End-to-End Gaze Estimation

Author(s): Xucong Zhang, Yusuke Sugano, Andreas Bulling, Otmar Hilliges
Published in: British Machine Vision Conference, 2020
Publisher: The British Machine Vision Association

Anticipating Averted Gaze in Dyadic Interactions

Author(s): Philipp Müller, Ekta Sood, Andreas Bulling
Published in: Symposium on Eye Tracking Research and Applications, 2020, Page(s) 1-10, ISBN 9781450371339
Publisher: ACM
DOI: 10.1145/3379155.3391332

Gaze-enhanced Crossmodal Embeddings for Emotion Recognition

Author(s): Ahmed Abdou, Ekta Sood, Philipp Müller, Andreas Bulling
Published in: Proc. International Symposium on Eye Tracking Research and Applications (ETRA)2022, 2022
Publisher: ACM
DOI: 10.1145/3530879

Usable and Fast Interactive Mental Face Reconstruction

Author(s): Florian Strohm, Mihai Bâce, Andreas Bulling
Published in: Proc. ACM Symposium on User Interface Software and Technology (UIST)2023, 2023
Publisher: ACM
DOI: 10.1145/3586183.3606795

SalChartQA: Question-driven Saliency on Information Visualisations

Author(s): Yao Wang, Weitian Wang, Abdullah Abdelhafez, Mayar Elfares, Zhiming Hu, Mihai Bâce, Andreas Bulling
Published in: Proc. ACM SIGCHI Conference on Human Factors in Computing Systems (CHI)2024, 2024
Publisher: ACM
DOI: 10.1145/3613904.3642942

Mindful Explanations: Prevalence and Impact of Mind Attribution in XAI Research

Author(s): Susanne Hindennach, Lei Shi, Filip Miletic, Andreas Bulling
Published in: Proc. ACM on Human-Computer Interaction (PACM HCI)2024, 2024
Publisher: ACM
DOI: 10.1145/3641009

Improving natural language processing tasks with human gaze-guided neural attention

Author(s): Sood, E.; Tannert, S.; Müller, P.; Andreas Bulling
Published in: Advances in Neural Information Processing Systems (NeurIPS), 2020
Publisher: Curran Associates

OLViT: Multi-Modal State Tracking via Attention-Based Embeddings for Video-Grounded Dialog

Author(s): Adnen Abdessaied, Manuel Hochmeister, Andreas Bulling
Published in: Proc. 31st Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING), 2024
Publisher: European Language Resources Association (ELRA)

Combining Gaze Estimation and Optical Flow for Pursuits Interaction

Author(s): Mihai Bace, Vincent Becker, Chenyang Wang, Andreas Bulling
Published in: Symposium on Eye Tracking Research and Applications, 2020, Page(s) 1-10, ISBN 9781450371339
Publisher: ACM
DOI: 10.1145/3379155.3391315

SUPREYES: SUPer Resolution for EYES Using Implicit Neural Representation Learning

Author(s): Chuhan Jiao, Zhiming Hu, Mihai Bâce, Andreas Bulling
Published in: Proc. ACM Symposium on User Interface Software and Technology (UIST)2023, 2023
Publisher: ACM

Video Language Co-Attention with Multimodal Fast-Learning Feature Fusion for VideoQA

Author(s): Adnen Abdessaied*, Ekta Sood*, Andreas Bulling
Published in: Proc. of the 7th Workshop on Representation Learning for NLP (Repl4NLP)2022, 2022
Publisher: ACL

Evaluation of Appearance-Based Methods and Implications for Gaze-Based Applications

Author(s): Xucong Zhang, Yusuke Sugano, Andreas Bulling
Published in: Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems - CHI '19, 2019, Page(s) 1-13, ISBN 9781-450359702
Publisher: ACM Press
DOI: 10.1145/3290605.3300646

Quantification of Users’ Visual Attention During Everyday Mobile Device Interactions

Author(s): Mihai Bâce, Sander Staal, Andreas Bulling
Published in: SIGCHI Conference on Human Factors in Computing Systems, 2020
Publisher: ACM Press
DOI: 10.1145/3313831.3376449

Exploring Natural Language Processing Methods for Interactive Behaviour Modelling

Author(s): Guanhua Zhang, Matteo Bortoletto, Zhiming Hu, Lei Shi, Mihai Bâce, Andreas Bulling
Published in: Proc. IFIP TC13 Conference on Human-Computer Interaction (INTERACT)2023, 2023
Publisher: ACM

MultiMediate: Multi-modal Group Behaviour Analysis for Artificial Mediation

Author(s): Philipp Müller, Dominik Schiller, Dominike Thomas, Guanhua Zhang, Michael Dietz, Patrick Gebhard, Elisabeth André, Andreas Bulling
Published in: Proc. ACM Multimedia (MM) - Introduction to challenge papers, 2021, Page(s) 4878–4882
Publisher: ACM
DOI: 10.1145/3474085.3479219

MultiMediate’22: Backchannel Detection and Agreement Estimation in Group Interactions

Author(s): Philipp Müller, Dominik Schiller, Dominike Thomas, Michael Dietz, Hali Lindsay, Patrick Gebhard, Elisabeth André, Andreas Bulling
Published in: Proc. ACM Multimedia (MM)2022, 2022
Publisher: ACM
DOI: 10.1145/3503161.3551589

Neural Reasoning About Agents’ Goals, Preferences, and Actions

Author(s): Matteo Bortoletto, Lei Shi, Andreas Bulling
Published in: Proc. 38th AAAI Conference on Artificial Intelligence (AAAI),2024, 2024
Publisher: AAAI Press

Neuro-Symbolic Visual Dialog

Author(s): Adnen Abdessaied, Mihai Bâce, Andreas Bulling
Published in: Proc. of the 29th International Conference on Computational Linguistics (COLING)2022, 2022
Publisher: ACL

VD-GR: Boosting Visual Dialog with Cascaded Spatial-Temporal Multi-Modal GRaphs

Author(s): Adnen Abdessaied, Lei Shi, Andreas Bulling
Published in: Proc. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2024, 2024
Publisher: IEEE Computer Society

Interpreting Attention Models with Human Visual Attention in Machine Reading Comprehension

Author(s): Ekta Sood, Simon Tannert, Diego Frassinelli, Andreas Bulling, Ngoc Thang Vu
Published in: Proceedings of the 24th Conference on Computational Natural Language Learning, 2020, Page(s) 12-25
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2020.conll-1.2

Privacy-Aware Eye Tracking: Challenges and Future Directions

Author(s): Céline Gressel, Rebekah Overdorf, Inken Hagenstedt, Murat Karaboga, Helmut Lurtz, Michael Raschke, Andreas Bulling
Published in: IEEE Pervasive Computing, Issue 22 (1), 2023, Page(s) pp. 95-102, ISSN 1536-1268
Publisher: IEEE Computer Society
DOI: 10.1109/mprv.2022.3228660

Deep gaze pooling: Inferring and visually decoding search intents from human gaze fixations

Author(s): Hosnieh Sattar, Mario Fritz, Andreas Bulling
Published in: Neurocomputing, Issue 387, 2020, Page(s) 369-382, ISSN 0925-2312
Publisher: Elsevier BV
DOI: 10.1016/j.neucom.2020.01.028

VisRecall: Quantifying Information Visualisation Recallability via Question Answering

Author(s): Yao Wang, Chuhan Jiao, Mihai Bâce, Andreas Bulling
Published in: IEEE Transactions on Visualization and Computer Graphics (TVCG)2022, Issue 28 (12), 2022, ISSN 1077-2626
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1145/3517031.3531166

EHTask: Recognizing User Tasks from Eye and Head Movements in Immersive Virtual Reality

Author(s): Zhiming Hu, Andreas Bulling, Sheng Li, Guoping Wang
Published in: IEEE Transactions on Visualization and Computer Graphics (TVCG), 2021, ISSN 1077-2626
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvcg.2021.3138902

MPIIGaze: Real-World Dataset and Deep Appearance-Based Gaze Estimation

Author(s): Xucong Zhang, Yusuke Sugano, Mario Fritz, Andreas Bulling
Published in: IEEE Transactions on Pattern Analysis and Machine Intelligence, Issue 41/1, 2019, Page(s) 162-175, ISSN 0162-8828
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tpami.2017.2778103

Decoding binary decisions under differential target probabilities from pupil dilation: A random forest approach

Author(s): Christoph Strauch, Teresa Hirzle, Stefan Van der Stigchel, Andreas Bulling
Published in: Journal of Vision, Issue 21/7, 2021, Page(s) 6, ISSN 1534-7362
Publisher: Association for Research in Vision and Ophthalmology
DOI: 10.1167/jov.21.7.6

How Far Are We From Quantifying Visual Attention in Mobile HCI?

Author(s): Mihai Bace, Sander Staal, Andreas Bulling
Published in: IEEE Pervasive Computing, Issue 19/2, 2020, Page(s) 46-55, ISSN 1536-1268
Publisher: IEEE Computer Society
DOI: 10.1109/MPRV.2020.2967736

Scanpath Prediction on Information Visualisations

Author(s): Yao Wang, Mihai Bâce, Andreas Bulling
Published in: IEEE Transactions on Visualization and Computer Graphics (TVCG)2023, 2023, Page(s) pp. 1–15, ISSN 1077-2626
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvcg.2023.3242293

FixationNet: Forecasting Eye Fixations in Task-Oriented Virtual Environments

Author(s): Zhiming Hu, Andreas Bulling, Sheng Li, Guoping Wang
Published in: IEEE Transactions on Visualization and Computer Graphics (TVCG), Issue 27/5, 2021, Page(s) 2681–2690, ISSN 1077-2626
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvcg.2021.3067779

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