Dominik Schiller

46 papers A* 4A 6B 3C 1Misc 2Journal 15Unranked 14

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	DISCOVER: a Data-driven Interactive System for Comprehensive Observation, Visualization, and ExploRation of human behavior. Frontiers Digit. Health Tobias Hallmen, Dominik Schiller, Antonia Vehlen, Steffen Eberhardt, Tobias Baur, Daksitha Withanage Don, Wolfgang Lutz, Elisabeth André
2025	—	`conf`	MeLaX: Conversations with Generative AI in Socially Interactive Agents. IUI Companion Daksitha Senel Withanage Don, Thomas Kiderle, Silvan Mertes, Dominik Schiller, Hannes Ritschel, Elisabeth André
2024	J	`jnl`	DISCOVER: A Data-driven Interactive System for Comprehensive Observation, Visualization, and ExploRation of Human Behaviour. CoRR Dominik Schiller, Tobias Hallmen, Daksitha Withanage Don, Elisabeth André, Tobias Baur
2024	—	`conf`	Exploring Physiology-Based Classification of Flow During Musical Improvisation in Mixed Reality. DeLTA (1) Ruben Schlagowski, Silvan Mertes, Dominik Schiller, Yekta Said Can, Elisabeth André
2024	J	`jnl`	Faces of Experimental Pain: Transferability of Deep Learned Heat Pain Features to Electrical Pain. CoRR Pooja Prajod, Dominik Schiller, Daksitha Withanage Don, Elisabeth André
2024	—	`conf`	Faces of Experimental Pain: Transferability of Deep-Learned Heat Pain Features to Electrical Pain ACII (Workshops and Demos) Pooja Prajod, Dominik Schiller, Daksitha Withanage Don, Elisabeth André
2024	—	`conf`	More Than Noise: Assessing the Viscosity of Food Products Based on Sound Emission. DeLTA (1) Dominik Schiller, Silvan Mertes, Marcel Achzet, Fabio Hellmann, Ruben Schlagowski, Elisabeth André
2024	A*	`conf`	MultiMediate'24: Multi-Domain Engagement Estimation. ACM Multimedia Philipp Müller, Michal Balazia, Tobias Baur, Michael Dietz, Alexander Heimerl, Anna Penzkofer, Dominik Schiller, François Brémond, Jan Alexandersson, Elisabeth André, Andreas Bulling
2024	J	`jnl`	MultiMediate'24: Multi-Domain Engagement Estimation. CoRR Philipp Müller, Michal Balazia, Tobias Baur, Michael Dietz, Alexander Heimerl, Anna Penzkofer, Dominik Schiller, François Brémond, Jan Alexandersson, Elisabeth André, Andreas Bulling
2024	B	`conf`	The AffectToolbox: Affect Analysis for Everyone. ACII Silvan Mertes, Dominik Schiller, Michael Dietz, Elisabeth André, Florian Lingenfelser
2024	J	`jnl`	The AffectToolbox: Affect Analysis for Everyone. CoRR Silvan Mertes, Dominik Schiller, Michael Dietz, Elisabeth André, Florian Lingenfelser
2024	B	`conf`	Towards Automated Annotation of Infant-Caregiver Engagement Phases with Multimodal Foundation Models. ICMI Daksitha Senel Withanage Don, Dominik Schiller, Tobias Hallmen, Silvan Mertes, Tobias Baur, Florian Lingenfelser, Mitho Müller, Lea Kaubisch, Corinna Reck, Elisabeth André
2023	A*	`conf`	MultiMediate '23: Engagement Estimation and Bodily Behaviour Recognition in Social Interactions. ACM Multimedia Philipp Müller, Michal Balazia, Tobias Baur, Michael Dietz, Alexander Heimerl, Dominik Schiller, Mohammed Guermal, Dominike Thomas, François Brémond, Jan Alexandersson, Elisabeth André, Andreas Bulling
2023	J	`jnl`	MultiMediate'23: Engagement Estimation and Bodily Behaviour Recognition in Social Interactions. CoRR Philipp Müller, Michal Balazia, Tobias Baur, Michael Dietz, Alexander Heimerl, Dominik Schiller, Mohammed Guermal, Dominike Thomas, François Brémond, Jan Alexandersson, Elisabeth André, Andreas Bulling
2023	—	`conf`	Phoneme-Based Multi-task Assessment of Affective Vocal Bursts. DeLTA Tobias Hallmen, Silvan Mertes, Dominik Schiller, Florian Lingenfelser, Elisabeth André
2022	J	`jnl`	An Efficient Multitask Learning Architecture for Affective Vocal Burst Analysis. CoRR Tobias Hallmen, Silvan Mertes, Dominik Schiller, Elisabeth André
2022	—	`conf`	Bridging the Gap: End-to-End Domain Adaptation for Emotional Vocalization Classification using Adversarial Learning. MuSe @ ACM Multimedia Dominik Schiller, Silvan Mertes, Pol van Rijn, Elisabeth André
2022	J	`jnl`	Intercategorical Label Interpolation for Emotional Face Generation with Conditional Generative Adversarial Networks. CoRR Silvan Mertes, Dominik Schiller, Florian Lingenfelser, Thomas Kiderle, Valentin Kroner, Lama Diab, Elisabeth André
2022	J	`jnl`	MultiMediate '22: Backchannel Detection and Agreement Estimation in Group Interactions. CoRR Philipp Müller, Michael Dietz, Dominik Schiller, Dominike Thomas, Hali Lindsay, Patrick Gebhard, Elisabeth André, Andreas Bulling
2022	A*	`conf`	MultiMediate'22: Backchannel Detection and Agreement Estimation in Group Interactions. ACM Multimedia Philipp Müller, Michael Dietz, Dominik Schiller, Dominike Thomas, Hali Lindsay, Patrick Gebhard, Elisabeth André, Andreas Bulling
2022	A	`conf`	VoiceMe: Personalized voice generation in TTS. INTERSPEECH Pol van Rijn, Silvan Mertes, Dominik Schiller, Piotr Dura, Hubert Siuzdak, Peter M. C. Harrison, Elisabeth André, Nori Jacoby
2022	J	`jnl`	VoiceMe: Personalized voice generation in TTS. CoRR Pol van Rijn, Silvan Mertes, Dominik Schiller, Piotr Dura, Hubert Siuzdak, Peter M. C. Harrison, Elisabeth André, Nori Jacoby
2022	—	`conf`	We've never been eye to eye: A Pupillometry Pipeline for the Detection of Stress and Negative Affect in Remote Working Scenarios. PETRA Alexander Heimerl, Linda Becker, Dominik Schiller, Tobias Baur, Fabian Wildgrube, Nicolas Rohleder, Elisabeth André
2021	J	`jnl`	"Let me explain!": exploring the potential of virtual agents in explainable AI interaction design. J. Multimodal User Interfaces Katharina Weitz, Dominik Schiller, Ruben Schlagowski, Tobias Huber, Elisabeth André
2021	A	`conf`	Analysis by Synthesis: Using an Expressive TTS Model as Feature Extractor for Paralinguistic Speech Classification. Interspeech Dominik Schiller, Silvan Mertes, Pol van Rijn, Elisabeth André
2021	J	`jnl`	Do Deep Neural Networks Forget Facial Action Units? - Exploring the Effects of Transfer Learning in Health Related Facial Expression Recognition. CoRR Pooja Prajod, Dominik Schiller, Tobias Huber, Elisabeth André
2021	A	`conf`	Exploring Emotional Prototypes in a High Dimensional TTS Latent Space. Interspeech Pol van Rijn, Silvan Mertes, Dominik Schiller, Peter M. C. Harrison, Pauline Larrouy-Maestri, Elisabeth André, Nori Jacoby
2021	J	`jnl`	Exploring emotional prototypes in a high dimensional TTS latent space. CoRR Pol van Rijn, Silvan Mertes, Dominik Schiller, Peter M. C. Harrison, Pauline Larrouy-Maestri, Elisabeth André, Nori Jacoby
2021	—	`conf`	Intercategorical Label Interpolation for Emotional Face Generation with Conditional Generative Adversarial Networks. DeLTA (Selected Papers) Silvan Mertes, Dominik Schiller, Florian Lingenfelser, Thomas Kiderle, Valentin Kroner, Lama Diab, Elisabeth André
2021	A*	`conf`	MultiMediate: Multi-modal Group Behaviour Analysis for Artificial Mediation. ACM Multimedia Philipp Müller, Michael Dietz, Dominik Schiller, Dominike Thomas, Guanhua Zhang, Patrick Gebhard, Elisabeth André, Andreas Bulling
2020	C	`conf`	An Evolutionary-based Generative Approach for Audio Data Augmentation. MMSP Silvan Mertes, Alice Baird, Dominik Schiller, Björn W. Schuller, Elisabeth André
2020	J	`jnl`	Embedded Emotions - A Data Driven Approach to Learn Transferable Feature Representations from Raw Speech Input for Emotion Recognition. CoRR Dominik Schiller, Silvan Mertes, Elisabeth André
2020	J	`jnl`	Relevance-Based Data Masking: A Model-Agnostic Transfer Learning Approach for Facial Expression Recognition. Frontiers Comput. Sci. Dominik Schiller, Tobias Huber, Michael Dietz, Elisabeth André
2019	B	`conf`	"Do you trust me?": Increasing User-Trust by Integrating Virtual Agents in Explainable AI Interaction Design. IVA Katharina Weitz, Dominik Schiller, Ruben Schlagowski, Tobias Huber, Elisabeth André
2019	Misc	`conf`	Enhancing Explainability of Deep Reinforcement Learning Through Selective Layer-Wise Relevance Propagation. KI Tobias Huber, Dominik Schiller, Elisabeth André
2019	—	`conf`	Human-Inspired Socially-Aware Interfaces. TPNC Dominik Schiller, Katharina Weitz, Kathrin Janowski, Elisabeth André
2019	—	`conf`	Mobile Sensing for Wellbeing Estimation of Urban Green using Physiological Signals. GOODTECHS Simon Flutura, Andreas Seiderer, Ilhan Aslan, Michael Dietz, Dominik Schiller, Christoph Beck, Joachim Rathmann, Elisabeth André
2019	A	`conf`	Relevance-Based Feature Masking: Improving Neural Network Based Whale Classification Through Explainable Artificial Intelligence. INTERSPEECH Dominik Schiller, Tobias Huber, Florian Lingenfelser, Michael Dietz, Andreas Seiderer, Elisabeth André
2019	—	`conf`	Stress Annotations from Older Adults - Exploring the Foundations for Mobile ML-Based Health Assistance. PervasiveHealth Michael Dietz, Ilhan Aslan, Dominik Schiller, Simon Flutura, Anika Steinert, Robert Klebbe, Elisabeth André
2018	A	`conf`	Deep Learning in Paralinguistic Recognition Tasks: Are Hand-crafted Features Still Relevant? INTERSPEECH Johannes Wagner, Dominik Schiller, Andreas Seiderer, Elisabeth André
2018	—	`conf`	DrinkWatch: A Mobile Wellbeing Application Based on Interactive and Cooperative Machine Learning. DH Simon Flutura, Andreas Seiderer, Ilhan Aslan, Chi-Tai Dang, Raphael Schwarz, Dominik Schiller, Elisabeth André
2018	—	`conf`	Using an evolutionary approach to explore convolutional neural networks for acoustic scene classification. DCASE Christian Roletscheck, Tobias Watzka, Andreas Seiderer, Dominik Schiller, Elisabeth André
2017	A	`conf`	Infected Phonemes: How a Cold Impairs Speech on a Phonetic Level. INTERSPEECH Johannes Wagner, Thiago Fraga-Silva, Yvan Josse, Dominik Schiller, Andreas Seiderer, Elisabeth André
2017	Misc	`conf`	KRISTINA: A Knowledge-Based Virtual Conversation Agent. PAAMS Leo Wanner, Elisabeth André, Josep Blat, Stamatia Dasiopoulou, Mireia Farrús, Thiago Fraga-Silva, Eleni Kamateri, Florian Lingenfelser, Gerard Llorach, Oriol Martínez, Georgios Meditskos, Simon Mille, Wolfgang Minker, Louisa Pragst, Dominik Schiller, Andries Stam, Ludo Stellingwerff, Federico Sukno, Bianca Vieru, Stefanos Vrochidis
2017	—	`ch.`	Modeling User's Social Attitude in a Conversational System. Emotions and Personality in Personalized Services Tobias Baur, Dominik Schiller, Elisabeth André
2016	—	`conf`	A Multimodal Annotation Schema for Non-Verbal Affective Analysis in the Health-Care Domain. MARMI@ICMR Federico Sukno, Mónica Domínguez, Adria Ruiz, Dominik Schiller, Florian Lingenfelser, Louisa Pragst, Eleni Kamateri, Stefanos Vrochidis