Relevance-based data masking: a model-agnostic transfer learning approach for facial expression recognition D Schiller, T Huber, M Dietz, E André Frontiers in Computer Science 2, 6, 2020 | 24 | 2020 |
Multimediate: Multi-modal group behaviour analysis for artificial mediation P Müller, M Dietz, D Schiller, D Thomas, G Zhang, P Gebhard, E André, ... Proceedings of the 29th ACM International Conference on Multimedia, 4878-4882, 2021 | 23 | 2021 |
Relevance-based feature masking: Improving neural network based whale classification through explainable artificial intelligence D Schiller, T Huber, F Lingenfelser, M Dietz, A Seiderer, E André | 21 | 2019 |
MultiMediate'22: Backchannel Detection and Agreement Estimation in Group Interactions P Müller, M Dietz, D Schiller, D Thomas, H Lindsay, P Gebhard, E André, ... Proceedings of the 30th ACM International Conference on Multimedia, 7109-7114, 2022 | 16 | 2022 |
Automatic Detection of Visual Search for the Elderly using Eye and Head Tracking Data M Dietz, D Schork, I Damian, A Steinert, M Haesner, E André KI-Künstliche Intelligenz, 1-10, 2017 | 16 | 2017 |
The SSJ framework: Augmenting social interactions using mobile signal processing and live feedback I Damian, M Dietz, E André Frontiers in ICT 5, 13, 2018 | 15 | 2018 |
MultiMediate'23: Engagement Estimation and Bodily Behaviour Recognition in Social Interactions P Müller, M Balazia, T Baur, M Dietz, A Heimerl, D Schiller, M Guermal, ... Proceedings of the 31st ACM International Conference on Multimedia, 9640-9645, 2023 | 13 | 2023 |
Stress annotations from older adults-exploring the foundations for mobile ML-based health assistance M Dietz, I Aslan, D Schiller, S Flutura, A Steinert, R Klebbe, E André Proceedings of the 13th EAI International Conference on Pervasive Computing …, 2019 | 11 | 2019 |
Designing a mobile social and vocational reintegration assistant for burn-out outpatient treatment P Gebhard, T Schneeberger, M Dietz, E André, NH Bajwa Proceedings of the 19th ACM International Conference on Intelligent Virtual …, 2019 | 10 | 2019 |
Gazeover--Exploring the UX of Gaze-triggered Affordance Communication for GUI Elements I Aslan, M Dietz, E André Proceedings of the 20th ACM International Conference on Multimodal …, 2018 | 9 | 2018 |
Enabling Privacy with Transfer Learning for Image Classification DNNs on Mobile Devices A Seiderer, M Dietz, I Aslan, E André Proceedings of the 4th EAI International Conference on Smart Objects and …, 2018 | 8 | 2018 |
Exploring Eye-Tracking-Based Detection of Visual Search for Elderly People M Dietz, D Schork, E André Intelligent Environments (IE), 2016 12th International Conference on, 151-154, 2016 | 8 | 2016 |
Social Signal Processing for Dummies I Damian, M Dietz, F Gaibler, E André Proceedings of the 18th ACM International Conference on Multimodal …, 2016 | 7 | 2016 |
Automatic Detection of Visual Search for the Elderly using Eye and Head Tracking Data. KI-Künstliche Intelligenz 31, 4 (01 Nov 2017), 339–348 M Dietz, D Schork, I Damian, A Steinert, M Haesner, E André | 6 | 2017 |
Exploring Eye-Tracking-Driven Sonification for the Visually Impaired M Dietz, ME Garf, I Damian, E André Proceedings of the 7th Augmented Human International Conference 2016, 5, 2016 | 6 | 2016 |
Mobile sensing for wellbeing estimation of urban green using physiological signals S Flutura, A Seiderer, I Aslan, M Dietz, D Schiller, C Beck, J Rathmann, ... Proceedings of the 5th EAI International Conference on Smart Objects and …, 2019 | 4 | 2019 |
MultiMediate'24: Multi-Domain Engagement Estimation P Müller, M Balazia, T Baur, M Dietz, A Heimerl, A Penzkofer, D Schiller, ... arXiv preprint arXiv:2408.16625, 2024 | 3 | 2024 |
Case study of a virtual lab environment using virtualization technologies and a desktop as a service model M Dietz, A Abebe, J Lederer, T Michl, R Schmidt-Vollus Interactive Mobile Communication, Technologies and Learning, 799-811, 2021 | 3 | 2021 |
The AffectToolbox: Affect Analysis for Everyone S Mertes, D Schiller, M Dietz, E André, F Lingenfelser arXiv preprint arXiv:2402.15195, 2024 | 2 | 2024 |
Continuous emotions: exploring label interpolation in conditional generative adversarial networks for face generation S Mertes, F Lingenfelser, T Kiderle, M Dietz, L Diab, E André | 2 | 2021 |