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David Bethge
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2020 – today
- 2024
- [i5]David Bethge, Daniel Bulanda, Adam Kozlowski, Thomas Kosch, Albrecht Schmidt, Tobias Grosse-Puppendahl:
HappyRouting: Learning Emotion-Aware Route Trajectories for Scalable In-The-Wild Navigation. CoRR abs/2401.15695 (2024) - 2023
- [b1]David Bethge:
Machine learning systems for human emotional states. Ludwig Maximilian University of Munich, Germany, 2023 - [c12]David Bethge, Constantin Patsch, Philipp Hallgarten, Thomas Kosch:
Interpretable Time-Dependent Convolutional Emotion Recognition with Contextual Data Streams. CHI Extended Abstracts 2023: 186:1-186:9 - [c11]Philipp Hallgarten, David Bethge, Ozan Özdenizci, Tobias Grosse-Puppendahl, Enkelejda Kasneci:
TS-MoCo: Time-Series Momentum Contrast for Self-Supervised Physiological Representation Learning. EUSIPCO 2023: 1030-1034 - [i4]Philipp Hallgarten, David Bethge, Ozan Özdenizci, Tobias Grosse-Puppendahl, Enkelejda Kasneci:
TS-MoCo: Time-Series Momentum Contrast for Self-Supervised Physiological Representation Learning. CoRR abs/2306.06522 (2023) - 2022
- [j1]David Bethge, Luis Falconeri Coelho, Thomas Kosch, Satiyabooshan Murugaboopathy, Ulrich von Zadow, Albrecht Schmidt, Tobias Grosse-Puppendahl:
Technical Design Space Analysis for Unobtrusive Driver Emotion Assessment Using Multi-Domain Context. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6(4): 159:1-159:30 (2022) - [c10]David Bethge, Philipp Hallgarten, Ozan Özdenizci, Ralf Mikut, Albrecht Schmidt, Tobias Grosse-Puppendahl:
Exploiting Multiple EEG Data Domains with Adversarial Learning. EMBC 2022: 3154-3158 - [c9]David Bethge, Philipp Hallgarten, Tobias Grosse-Puppendahl, Mohamed Kari, Ralf Mikut, Albrecht Schmidt, Ozan Özdenizci:
Domain-Invariant Representation Learning from EEG with Private Encoders. ICASSP 2022: 1236-1240 - [c8]Esther Bosch, David Bethge, Marie Klosterkamp, Thomas Kosch:
Empathic Technologies Shaping Innovative Interaction: Future Directions of Affective Computing. NordiCHI (Adjunct) 2022: 6:1-6:3 - [c7]David Bethge, Philipp Hallgarten, Tobias Grosse-Puppendahl, Mohamed Kari, Lewis L. Chuang, Ozan Özdenizci, Albrecht Schmidt:
EEG2Vec: Learning Affective EEG Representations via Variational Autoencoders. SMC 2022: 3150-3157 - [i3]David Bethge, Philipp Hallgarten, Tobias Grosse-Puppendahl, Mohamed Kari, Ralf Mikut, Albrecht Schmidt, Ozan Özdenizci:
Domain-Invariant Representation Learning from EEG with Private Encoders. CoRR abs/2201.11613 (2022) - [i2]David Bethge, Philipp Hallgarten, Ozan Özdenizci, Ralf Mikut, Albrecht Schmidt, Tobias Grosse-Puppendahl:
Exploiting Multiple EEG Data Domains with Adversarial Learning. CoRR abs/2204.07777 (2022) - [i1]David Bethge, Philipp Hallgarten, Tobias Grosse-Puppendahl, Mohamed Kari, Lewis L. Chuang, Ozan Özdenizci, Albrecht Schmidt:
EEG2Vec: Learning Affective EEG Representations via Variational Autoencoders. CoRR abs/2207.08002 (2022) - 2021
- [c6]Jannik Wolf, Marco Wiedner, Mohamed Kari, David Bethge:
HMInference: Inferring Multimodal HMI Interactions in Automotive Screens. AutomotiveUI 2021: 230-236 - [c5]Mohamed Kari, Tobias Grosse-Puppendahl, Luis Falconeri Coelho, Andreas Rene Fender, David Bethge, Reinhard Schütte, Christian Holz:
TransforMR: Pose-Aware Object Substitution for Composing Alternate Mixed Realities. ISMAR 2021: 69-79 - [c4]Mohamed Kari, Tobias Grosse-Puppendahl, Alexander Jagaciak, David Bethge, Reinhard Schütte, Christian Holz:
SoundsRide: Affordance-Synchronized Music Mixing for In-Car Audio Augmented Reality. UIST 2021: 118-133 - [c3]David Bethge, Thomas Kosch, Tobias Grosse-Puppendahl, Lewis L. Chuang, Mohamed Kari, Alexander Jagaciak, Albrecht Schmidt:
VEmotion: Using Driving Context for Indirect Emotion Prediction in Real-Time. UIST 2021: 638-651 - 2020
- [c2]David Bethge, Lewis L. Chuang, Tobias Grosse-Puppendahl:
Analyzing Transferability of Happiness Detection via Gaze Tracking in Multimedia Applications. ETRA Adjunct 2020: 34:1-34:3
2010 – 2019
- 2019
- [c1]David Bethge, Jieshi Chen, Oliver Grothe, Jonathan Elmer, Artur Dubrawski:
Prognostication of Neurological Recovery by Analyzing Structural Breaks in EEG Data. ICDM Workshops 2019: 933-940
Coauthor Index
aka: Tobias Grosse-Puppendahl
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last updated on 2024-10-07 22:20 CEST by the dblp team
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