Dominik Schiller
Orcid: 0000-0001-7364-5772
According to our database1,
Dominik Schiller
authored at least 30 papers
between 2016 and 2024.
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Bibliography
2024
2023
MultiMediate '23: Engagement Estimation and Bodily Behaviour Recognition in Social Interactions.
Proceedings of the 31st ACM International Conference on Multimedia, 2023
Proceedings of the Deep Learning Theory and Applications - 4th International Conference, 2023
2022
CoRR, 2022
We've never been eye to eye: A Pupillometry Pipeline for the Detection of Stress and Negative Affect in Remote Working Scenarios.
Proceedings of the PETRA '22: The 15th International Conference on PErvasive Technologies Related to Assistive Environments, Corfu, Greece, 29 June 2022, 2022
Bridging the Gap: End-to-End Domain Adaptation for Emotional Vocalization Classification using Adversarial Learning.
Proceedings of the MuSe@MM 2022: Proceedings of the 3rd International on Multimodal Sentiment Analysis Workshop and Challenge, 2022
MultiMediate'22: Backchannel Detection and Agreement Estimation in Group Interactions.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022
Proceedings of the Interspeech 2022, 2022
2021
"Let me explain!": exploring the potential of virtual agents in explainable AI interaction design.
J. Multimodal User Interfaces, 2021
Do Deep Neural Networks Forget Facial Action Units? - Exploring the Effects of Transfer Learning in Health Related Facial Expression Recognition.
CoRR, 2021
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021
Analysis by Synthesis: Using an Expressive TTS Model as Feature Extractor for Paralinguistic Speech Classification.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021
Intercategorical Label Interpolation for Emotional Face Generation with Conditional Generative Adversarial Networks.
Proceedings of the Deep Learning Theory and Applications, 2021
2020
Relevance-Based Data Masking: A Model-Agnostic Transfer Learning Approach for Facial Expression Recognition.
Frontiers Comput. Sci., 2020
Embedded Emotions - A Data Driven Approach to Learn Transferable Feature Representations from Raw Speech Input for Emotion Recognition.
CoRR, 2020
Proceedings of the 22nd IEEE International Workshop on Multimedia Signal Processing, 2020
2019
Proceedings of the Theory and Practice of Natural Computing - 8th International Conference, 2019
Stress Annotations from Older Adults - Exploring the Foundations for Mobile ML-Based Health Assistance.
Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2019
Enhancing Explainability of Deep Reinforcement Learning Through Selective Layer-Wise Relevance Propagation.
Proceedings of the KI 2019: Advances in Artificial Intelligence, 2019
"Do you trust me?": Increasing User-Trust by Integrating Virtual Agents in Explainable AI Interaction Design.
Proceedings of the 19th ACM International Conference on Intelligent Virtual Agents, 2019
Relevance-Based Feature Masking: Improving Neural Network Based Whale Classification Through Explainable Artificial Intelligence.
Proceedings of the Interspeech 2019, 2019
Proceedings of the 5th EAI International Conference on Smart Objects and Technologies for Social Good, 2019
2018
Deep Learning in Paralinguistic Recognition Tasks: Are Hand-crafted Features Still Relevant?
Proceedings of the Interspeech 2018, 2018
DrinkWatch: A Mobile Wellbeing Application Based on Interactive and Cooperative Machine Learning.
Proceedings of the 2018 International Conference on Digital Health, 2018
Using an evolutionary approach to explore convolutional neural networks for acoustic scene classification.
Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2018
2017
Proceedings of the Emotions and Personality in Personalized Services, 2017
Proceedings of the Advances in Practical Applications of Cyber-Physical Multi-Agent Systems: The PAAMS Collection, 2017
Proceedings of the Interspeech 2017, 2017
2016
A Multimodal Annotation Schema for Non-Verbal Affective Analysis in the Health-Care Domain.
Proceedings of the 1st International Workshop on Multimedia Analysis and Retrieval for Multimodal Interaction, 2016