Philipp Hallgarten

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 10

Top Topics

Learning Process

Emotion Recognition

Inductive Inference

Top Venues

Publications

Philipp Hallgarten, Naveen Sendhilnathan, Ting Zhang, Ekta Sood, Tanya R. Jonker
GEARS: Generalizable Multi-Purpose Embeddings for Gaze and Hand Data in VR Interactions. UMAP (2024)
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)
David Bethge, Constantin Patsch, Philipp Hallgarten, Thomas Kosch
Interpretable Time-Dependent Convolutional Emotion Recognition with Contextual Data Streams. CHI Extended Abstracts (2023)
Philipp Hallgarten, David Bethge, Ozan Özdenizci, Tobias Grosse-Puppendahl, Enkelejda Kasneci
TS-MoCo: Time-Series Momentum Contrast for Self-Supervised Physiological Representation Learning. CoRR (2023)
David Bethge, Philipp Hallgarten, Ozan Özdenizci, Ralf Mikut, Albrecht Schmidt, Tobias Grosse-Puppendahl
Exploiting Multiple EEG Data Domains with Adversarial Learning. EMBC (2022)
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)
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 (2022)
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 (2022)
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)
David Bethge, Philipp Hallgarten, Ozan Özdenizci, Ralf Mikut, Albrecht Schmidt, Tobias Grosse-Puppendahl
Exploiting Multiple EEG Data Domains with Adversarial Learning. CoRR (2022)