Theresa Götz

According to our database, Theresa Götz authored at least 12 papers between 2015 and 2024.

Collaborative distances:

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

2024

Wildlife Species Classification on the Edge: A Deep Learning Perspective.

Subodh Ingaleshwar, Farid Thasharofi, Mateo Avila Pava, Harshit Vaishya, Yazan Tabak, Jürgen Ernst, Ruben Portas, Wanja Rast, Jörg Melzheimer, Ortwin Aschenborn, Theresa Götz, Stephan Göb

Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

2023

An adaptive binary particle swarm optimization for solving multi-objective convolutional filter pruning problem.

Shrutika S. Sawant, F. X. Erick, Stephan Göb, Nina Holzer, Elmar W. Lang, Theresa Götz

J. Supercomput., August, 2023

Self-supervised representation learning using multimodal Transformer for emotion recognition.

Theresa Götz, Pulkit Arora, F. X. Erick, Nina Holzer, Shrutika S. Sawant

Proceedings of the 8th international Workshop on Sensor-Based Activity Recognition and Artificial Intelligence, 2023

Bio-Signal Based Multimodal Fusion with Bilinear Model for Emotion Recognition.

Ashutosh Singh, Nina Holzer, Theresa Götz, Thomas Wittenberg, Stephan Göb, Shrutika S. Sawant, Muhammad-Momin Salman, Jaspar Pahl

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Transformer-based Self-supervised Representation Learning for Emotion Recognition Using Bio-signal Feature Fusion.

Shrutika S. Sawant, F. X. Erick, Pulkit Arora, Jaspar Pahl, Andreas Foltyn, Nina Holzer, Theresa Götz

Proceedings of the 11th International Conference on Affective Computing and Intelligent Interaction, ACII 2023, 2023

2022

An optimal-score-based filter pruning for deep convolutional neural networks.

Shrutika S. Sawant, Johannes C. Bauer, F. X. Erick, Subodh Ingaleshwar, Nina Holzer, A. Ramming, Elmar W. Lang, Theresa Götz

Appl. Intell., 2022

A Simple and Effective Convolutional Filter Pruning based on Filter Dissimilarity Analysis.

F. X. Erick, Shrutika S. Sawant, Stephan Göb, Nina Holzer, Elmar W. Lang, Theresa Götz

Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

2021

Automated emotion classification in the early stages of cortical processing: An MEG study.

Mina Kheirkhah, Stefan Brodoehl, Lutz Leistritz, Theresa Götz, Philipp Baumbach, Ralph Huonker, Otto W. Witte, Carsten M. Klingner

Artif. Intell. Medicine, 2021

2018

Using PARAFAC2 for Multi-Way Component Analysis of Somatosensory Evoked Magnetic Fields and Somatosensory Evoked Electrical Potentials.

Yao Cheng, Martin Haardt, Theresa Götz, Jens Haueisen

Proceedings of the 10th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2018

A new coupled PARAFAC2 decomposition for joint processing of somatosensory evoked magnetic fields and somatosensory evoked electrical potentials.

Yao Cheng, Kristina Naskovska, Martin Haardt, Theresa Götz, Jens Haueisen

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2016

Modality-independent reduction mechanisms of primary sensory evoked fields in a one-back task.

David Hanke, Ralph Huonker, Thomas Weiss, Otto W. Witte, Theresa Götz

NeuroImage, 2016

2015

Parallel processing of somatosensory information: Evidence from dynamic causal modeling of MEG data.

Carsten M. Klingner, Stefan Brodoehl, Ralph Huonker, Theresa Götz, Lydia Baumann, Otto W. Witte

NeuroImage, 2015