Publications

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Tanay Agrawal; Michal Balazia; Philipp Müller; François Brémond
Multimodal Vision Transformers with Forced Attention for Behavior Analysis
In: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision. IEEE Winter Conference on Applications of Computer Vision …
Eric Ettore; Philipp Müller; Jonas Hinze; Michel Benoit; Bruno Giordana; Danilo Postin; Rene Hurlemann; Amandine Lecomte; Michel Musiol; Hali Lindsay; Philippe Robert; Alexandra König
Digital Phenotyping for Differential Diagnosis of Major Depressive Episode: Narrative Review
In: JMIR Mental Health, Vol. 10, Page e37225, JMIR Publications Toronto, Canada, 2023.
Ekta Sood; Lei Shi; Matteo Bortoletto; Yao Wang; Philipp Müller; Andreas Bulling
Improving Neural Saliency Prediction with a Cognitive Model of Human Visual Attention
In: Proceedings of the 45th Annual Meeting of the Cognitive Science Society (CogSci). Annual Conference of the Cognitive Science Society …
Daksitha Senel Withanage Don; Philipp Müller; Fabrizio Nunnari; Elisabeth André; Patrick Gebhard
ReNeLiB: Real-time Neural Listening Behavior Generation for Socially Interactive Agents
In: Proceedings of the 25th International Conference on Multimodal Interaction. ACM International Conference on Multimodal Interaction (ICMI-2023), …
Ahmed Amer; Chirag Bhuvaneshwara; Gowtham K Addluri; Mohammed M Shaik; Vedant Bonde; Philipp Müller
Backchannel Detection and Agreement Estimation from Video with Transformer Networks
In: Proceedings of the IEEE International Joint Conference on Neural Networks. International Joint Conference on Neural Networks (IJCNN-2023), IEEE, …
Philipp Müller; Michal Balazia; Tobias Baur; Michael Dietz; Alexander Heimerl; Dominik Schiller; Mohammed Guermal; Dominike Thomas; François Brémond; Jan Alexandersson; others
MultiMediate'23: Engagement Estimation and Bodily Behaviour Recognition in Social Interactions
In: Proceedings of the 31st ACM International Conference on Multimedia. ACM International Conference on Multimedia (ACM MM-2023), Pages 9640-9645, …
Michal Balazia; Philipp Müller; Ákos Levente Tánczos; August von Liechtenstein; François Brémond
Bodily Behaviors in Social Interaction: Novel Annotations and State-of-the-Art Evaluation
In: Proceedings of the 30th ACM International Conference on Multimedia. ACM International Conference on Multimedia (ACM MM-2022), Pages 70-79, ACM, …
Alexandra König; Philipp Müller; Johannes Tröger; Hali Lindsay; Jan Alexandersson; Jonas Hinze; Matthias Riemenschneider; Danilo Postin; Eric Ettore; Amandine Lecomte; Michel Musiol; Maxime Amblard; François Bremond; Michal Balazia; Rene Hurlemann
Multimodal phenotyping of psychiatric disorders from social interaction: Protocol of a clinical multicenter prospective study
In: Personalized Medicine in Psychiatry, Vol. 33, Pages 1-1, Elsevier, 2022.
Hali Lindsay; Johannes Tröger; Alexandra König
Language Impairment in Alzheimer's Disease; Robust and Explainable Evidence for AD-Related Deterioration of Spontaneous Speech Through Multilingual Machine Learning
In: Oliver Peters; Serguei Pakhomov (Hrsg.). Frontiers in Aging Neuroscience, Vol. 13, Page 228, Frontiers, 5/2021.
Alexandra König; Radia Zeghari; Rachid Guerchouche; Minh Duc Tran; François Bremond; Nicklas Linz; Hali Lindsay; Kai Langel; Inez Ramakers; Pascale Lemoine
Remote cognitive assessment of older adults in rural areas by telemedicine and automatic speech and video analysis: protocol for a cross-over feasibility study
In: BMJ Open, Vol. 11, No. 9, Page e047083, British Medical Journal Publishing Group, 2021.