Dominik Schiller

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 36

Top Topics

Facial Expression Recognition

Transfer Learning

Interaction Design

Top Venues

Publications

Silvan Mertes, Dominik Schiller, Michael Dietz, Elisabeth André, Florian Lingenfelser
The AffectToolbox: Affect Analysis for Everyone. CoRR (2024)
Dominik Schiller, Tobias Hallmen, Daksitha Withanage Don, Elisabeth André, Tobias Baur
DISCOVER: A Data-driven Interactive System for Comprehensive Observation, Visualization, and ExploRation of Human Behaviour. CoRR (2024)
Pooja Prajod, Dominik Schiller, Daksitha Withanage Don, Elisabeth André
Faces of Experimental Pain: Transferability of Deep Learned Heat Pain Features to Electrical Pain. CoRR (2024)
Philipp Müller, Michal Balazia, Tobias Baur, Michael Dietz, Alexander Heimerl, Dominik Schiller, Mohammed Guermal, Dominike Thomas, François Brémond, Jan Alexandersson, Elisabeth André, Andreas Bulling
MultiMediate'23: Engagement Estimation and Bodily Behaviour Recognition in Social Interactions. CoRR (2023)
Philipp Müller, Michal Balazia, Tobias Baur, Michael Dietz, Alexander Heimerl, Dominik Schiller, Mohammed Guermal, Dominike Thomas, François Brémond, Jan Alexandersson, Elisabeth André, Andreas Bulling
MultiMediate '23: Engagement Estimation and Bodily Behaviour Recognition in Social Interactions. ACM Multimedia (2023)
Tobias Hallmen, Silvan Mertes, Dominik Schiller, Florian Lingenfelser, Elisabeth André
Phoneme-Based Multi-task Assessment of Affective Vocal Bursts. DeLTA (2023)
Pol van Rijn, Silvan Mertes, Dominik Schiller, Piotr Dura, Hubert Siuzdak, Peter M. C. Harrison, Elisabeth André, Nori Jacoby
VoiceMe: Personalized voice generation in TTS. INTERSPEECH (2022)
Alexander Heimerl, Linda Becker, Dominik Schiller, Tobias Baur, Fabian Wildgrube, Nicolas Rohleder, Elisabeth André
We've never been eye to eye: A Pupillometry Pipeline for the Detection of Stress and Negative Affect in Remote Working Scenarios. PETRA (2022)
Tobias Hallmen, Silvan Mertes, Dominik Schiller, Elisabeth André
An Efficient Multitask Learning Architecture for Affective Vocal Burst Analysis. CoRR (2022)
Dominik Schiller, Silvan Mertes, Pol van Rijn, Elisabeth André
Bridging the Gap: End-to-End Domain Adaptation for Emotional Vocalization Classification using Adversarial Learning. MuSe @ ACM Multimedia (2022)
Philipp Müller, Michael Dietz, Dominik Schiller, Dominike Thomas, Hali Lindsay, Patrick Gebhard, Elisabeth André, Andreas Bulling
MultiMediate'22: Backchannel Detection and Agreement Estimation in Group Interactions. ACM Multimedia (2022)
Silvan Mertes, Dominik Schiller, Florian Lingenfelser, Thomas Kiderle, Valentin Kroner, Lama Diab, Elisabeth André
Intercategorical Label Interpolation for Emotional Face Generation with Conditional Generative Adversarial Networks. CoRR (2022)
Philipp Müller, Michael Dietz, Dominik Schiller, Dominike Thomas, Hali Lindsay, Patrick Gebhard, Elisabeth André, Andreas Bulling
MultiMediate '22: Backchannel Detection and Agreement Estimation in Group Interactions. CoRR (2022)
Pol van Rijn, Silvan Mertes, Dominik Schiller, Piotr Dura, Hubert Siuzdak, Peter M. C. Harrison, Elisabeth André, Nori Jacoby
VoiceMe: Personalized voice generation in TTS. CoRR (2022)
Pol van Rijn, Silvan Mertes, Dominik Schiller, Peter M. C. Harrison, Pauline Larrouy-Maestri, Elisabeth André, Nori Jacoby
Exploring Emotional Prototypes in a High Dimensional TTS Latent Space. Interspeech (2021)
Katharina Weitz, Dominik Schiller, Ruben Schlagowski, Tobias Huber, Elisabeth André
"Let me explain!": exploring the potential of virtual agents in explainable AI interaction design. J. Multimodal User Interfaces 15 (2) (2021)
Pol van Rijn, Silvan Mertes, Dominik Schiller, Peter M. C. Harrison, Pauline Larrouy-Maestri, Elisabeth André, Nori Jacoby
Exploring emotional prototypes in a high dimensional TTS latent space. CoRR (2021)
Pooja Prajod, Dominik Schiller, Tobias Huber, Elisabeth André
Do Deep Neural Networks Forget Facial Action Units? - Exploring the Effects of Transfer Learning in Health Related Facial Expression Recognition. CoRR (2021)
Dominik Schiller, Silvan Mertes, Pol van Rijn, Elisabeth André
Analysis by Synthesis: Using an Expressive TTS Model as Feature Extractor for Paralinguistic Speech Classification. Interspeech (2021)
Silvan Mertes, Dominik Schiller, Florian Lingenfelser, Thomas Kiderle, Valentin Kroner, Lama Diab, Elisabeth André
Intercategorical Label Interpolation for Emotional Face Generation with Conditional Generative Adversarial Networks. DeLTA (Selected Papers) (2021)
Philipp Müller, Michael Dietz, Dominik Schiller, Dominike Thomas, Guanhua Zhang, Patrick Gebhard, Elisabeth André, Andreas Bulling
MultiMediate: Multi-modal Group Behaviour Analysis for Artificial Mediation. ACM Multimedia (2021)
Dominik Schiller, Tobias Huber, Michael Dietz, Elisabeth André
Relevance-Based Data Masking: A Model-Agnostic Transfer Learning Approach for Facial Expression Recognition. Frontiers Comput. Sci. 2 (2020)
Dominik Schiller, Silvan Mertes, Elisabeth André
Embedded Emotions - A Data Driven Approach to Learn Transferable Feature Representations from Raw Speech Input for Emotion Recognition. CoRR (2020)
Silvan Mertes, Alice Baird, Dominik Schiller, Björn W. Schuller, Elisabeth André
An Evolutionary-based Generative Approach for Audio Data Augmentation. MMSP (2020)
Dominik Schiller, Tobias Huber, Florian Lingenfelser, Michael Dietz, Andreas Seiderer, Elisabeth André
Relevance-Based Feature Masking: Improving Neural Network Based Whale Classification Through Explainable Artificial Intelligence. INTERSPEECH (2019)
Dominik Schiller, Katharina Weitz, Kathrin Janowski, Elisabeth André
Human-Inspired Socially-Aware Interfaces. TPNC (2019)
Katharina Weitz, Dominik Schiller, Ruben Schlagowski, Tobias Huber, Elisabeth André
"Do you trust me?": Increasing User-Trust by Integrating Virtual Agents in Explainable AI Interaction Design. IVA (2019)
Simon Flutura, Andreas Seiderer, Ilhan Aslan, Michael Dietz, Dominik Schiller, Christoph Beck, Joachim Rathmann, Elisabeth André
Mobile Sensing for Wellbeing Estimation of Urban Green using Physiological Signals. GOODTECHS (2019)
Michael Dietz, Ilhan Aslan, Dominik Schiller, Simon Flutura, Anika Steinert, Robert Klebbe, Elisabeth André
Stress Annotations from Older Adults - Exploring the Foundations for Mobile ML-Based Health Assistance. PervasiveHealth (2019)
Tobias Huber, Dominik Schiller, Elisabeth André
Enhancing Explainability of Deep Reinforcement Learning Through Selective Layer-Wise Relevance Propagation. KI (2019)
Johannes Wagner, Dominik Schiller, Andreas Seiderer, Elisabeth André
Deep Learning in Paralinguistic Recognition Tasks: Are Hand-crafted Features Still Relevant? INTERSPEECH (2018)
Christian Roletscheck, Tobias Watzka, Andreas Seiderer, Dominik Schiller, Elisabeth André
Using an evolutionary approach to explore convolutional neural networks for acoustic scene classification. DCASE (2018)
Simon Flutura, Andreas Seiderer, Ilhan Aslan, Chi-Tai Dang, Raphael Schwarz, Dominik Schiller, Elisabeth André
DrinkWatch: A Mobile Wellbeing Application Based on Interactive and Cooperative Machine Learning. DH (2018)
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
KRISTINA: A Knowledge-Based Virtual Conversation Agent. PAAMS (2017)
Johannes Wagner, Thiago Fraga-Silva, Yvan Josse, Dominik Schiller, Andreas Seiderer, Elisabeth André
Infected Phonemes: How a Cold Impairs Speech on a Phonetic Level. INTERSPEECH (2017)
Federico Sukno, Mónica Domínguez, Adria Ruiz, Dominik Schiller, Florian Lingenfelser, Louisa Pragst, Eleni Kamateri, Stefanos Vrochidis
A Multimodal Annotation Schema for Non-Verbal Affective Analysis in the Health-Care Domain. MARMI@ICMR (2016)