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Publication search results
found 42 matches
- 2024
- Silvan Mertes, Dominik Schiller, Michael Dietz, Elisabeth André, Florian Lingenfelser:
The AffectToolbox: Affect Analysis for Everyone. CoRR abs/2402.15195 (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 abs/2406.11808 (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 abs/2407.13408 (2024) - Johannes P. Dürholt, Thomas S. Asche, Johanna Kleinekorte, Gabriel Mancino-Ball, Benjamin Schiller, Simon Sung, Julian Keupp, Aaron Osburg, Toby Boyne, Ruth Misener, Rosona Eldred, Wagner Steuer Costa, Chrysoula Kappatou, Robert M. Lee, Dominik Linzner, David Walz, Niklas Wulkow, Behrang Shafei:
BoFire: Bayesian Optimization Framework Intended for Real Experiments. CoRR abs/2408.05040 (2024) - 2023
- Tobias Hallmen, Silvan Mertes, Dominik Schiller, Florian Lingenfelser, Elisabeth André:
Phoneme-Based Multi-task Assessment of Affective Vocal Bursts. DeLTA 2023: 209-222 - 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: 9640-9645 - 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 abs/2308.08256 (2023) - 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. INTERSPEECH 2022: 2588-2592 - 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: 7109-7114 - 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: 95-100 - 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: 486-493 - 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 abs/2203.15379 (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 abs/2204.12237 (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 abs/2209.09578 (2022) - Tobias Hallmen, Silvan Mertes, Dominik Schiller, Elisabeth André:
An Efficient Multitask Learning Architecture for Affective Vocal Burst Analysis. CoRR abs/2209.13914 (2022) - 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): 87-98 (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: 67-87 - 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: 3870-3874 - 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: 486-490 - 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: 4878-4882 - 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 abs/2104.07389 (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 abs/2105.01891 (2021) - 2020
- 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: 6 (2020) - Bernd Heinrich, Alexander Schiller, Dominik Schön, Michael Szubartowicz:
Adapting process models via an automated planning approach. J. Decis. Syst. 29(4): 223-259 (2020) - Silvan Mertes, Alice Baird, Dominik Schiller, Björn W. Schuller, Elisabeth André:
An Evolutionary-based Generative Approach for Audio Data Augmentation. MMSP 2020: 1-6 - 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 abs/2009.14523 (2020) - 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: 249-254 - 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: 2423-2427 - 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: 7-9 - Tobias Huber, Dominik Schiller, Elisabeth André:
Enhancing Explainability of Deep Reinforcement Learning Through Selective Layer-Wise Relevance Propagation. KI 2019: 188-202
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