Philipp Hallgarten

According to our database, Philipp Hallgarten authored at least 5 papers between 2022 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

TS-MoCo: Time-Series Momentum Contrast for Self-Supervised Physiological Representation Learning.

Philipp Hallgarten, David Bethge, Ozan Özdenizci, Tobias Grosse-Puppendahl, Enkelejda Kasneci

Proceedings of the 31st European Signal Processing Conference, 2023

Interpretable Time-Dependent Convolutional Emotion Recognition with Contextual Data Streams.

David Bethge, Constantin Patsch, Philipp Hallgarten, Thomas Kosch

Proceedings of the Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2022

EEG2Vec: Learning Affective EEG Representations via Variational Autoencoders.

David Bethge, Philipp Hallgarten, Tobias Grosse-Puppendahl, Mohamed Kari, Lewis L. Chuang, Ozan Özdenizci, Albrecht Schmidt

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Domain-Invariant Representation Learning from EEG with Private Encoders.

David Bethge, Philipp Hallgarten, Tobias Grosse-Puppendahl, Mohamed Kari, Ralf Mikut, Albrecht Schmidt, Ozan Özdenizci

Proceedings of the IEEE International Conference on Acoustics, 2022

Exploiting Multiple EEG Data Domains with Adversarial Learning.

David Bethge, Philipp Hallgarten, Ozan Özdenizci, Ralf Mikut, Albrecht Schmidt, Tobias Grosse-Puppendahl

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022