Dominik Schiller
Dominik Schiller
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" Do you trust me?" Increasing user-trust by integrating virtual agents in explainable AI interaction design
K Weitz, D Schiller, R Schlagowski, T Huber, E André
Proceedings of the 19th ACM international conference on intelligent virtual …, 2019
“Let me explain!”: exploring the potential of virtual agents in explainable AI interaction design
K Weitz, D Schiller, R Schlagowski, T Huber, E André
Journal on Multimodal User Interfaces 15 (2), 87-98, 2021
Deep learning in paralinguistic recognition tasks: Are hand-crafted features still relevant?
J Wagner, D Schiller, A Seiderer, E André
Kristina: A knowledge-based virtual conversation agent
L Wanner, E André, J Blat, S Dasiopoulou, M Farrùs, T Fraga, E Kamateri, ...
Advances in Practical Applications of Cyber-Physical Multi-Agent Systems …, 2017
Drinkwatch: A mobile wellbeing application based on interactive and cooperative machine learning
S Flutura, A Seiderer, I Aslan, CT Dang, R Schwarz, D Schiller, E André
Proceedings of the 2018 International Conference on Digital Health, 65-74, 2018
Enhancing explainability of deep reinforcement learning through selective layer-wise relevance propagation
T Huber, D Schiller, E André
KI 2019: Advances in Artificial Intelligence: 42nd German Conference on AI …, 2019
Modeling user’s social attitude in a conversational system
T Baur, D Schiller, E André
Emotions and Personality in Personalized Services: Models, Evaluation and …, 2016
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
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
Using an evolutionary approach to explore convolutional neural networks for acoustic scene classification
C Roletscheck, T Watzka, A Seiderer, D Schiller, E André
DCASE, 158-162, 2018
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
Infected phonemes: how a cold impairs speech on a phonetic level
J Wagner, T Fraga-Silva, Y Josse, D Schiller, A Seiderer, E André
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
An evolutionary-based generative approach for audio data augmentation
S Mertes, A Baird, D Schiller, BW Schuller, E André
2020 IEEE 22nd International Workshop on Multimedia Signal Processing (MMSP …, 2020
A multimodal annotation schema for non-verbal affective analysis in the health-care domain
F Sukno, M Domínguez, A Ruiz, D Schiller, F Lingenfelser, L Pragst, ...
Proceedings of the 1st International Workshop on Multimedia Analysis and …, 2016
Exploring emotional prototypes in a high dimensional TTS latent space
P Van Rijn, S Mertes, D Schiller, P Harrison, P Larrouy-Maestri, E André, ...
arXiv preprint arXiv:2105.01891, 2021
Human-inspired socially-aware interfaces
D Schiller, K Weitz, K Janowski, E André
Theory and Practice of Natural Computing: 8th International Conference, TPNC …, 2019
Show Me What You’ve Learned: Applying Cooperative Machine Learning for the Semi-Automated Annotation of Social Signals
J Wagner, T Baur, D Schiller, Y Zhang, B Schuller, M Valstar, E André
Design of a knowledge-based agent as a social companion
L Wanner, E André, J Blat, S Dasiopoulou, M Farrús, T Fraga, E Kamateri, ...
Procedia Computer Science 121, 920-926, 2017
Do Deep Neural Networks Forget Facial Action Units?—Exploring the Effects of Transfer Learning in Health Related Facial Expression Recognition
P Prajod, D Schiller, T Huber, E André
AI for Disease Surveillance and Pandemic Intelligence: Intelligent Disease …, 2022
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