David R. Reich

According to our database, David R. Reich authored at least 12 papers between 2021 and 2024.

Collaborative distances:

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

2024

PoTeC: A German Naturalistic Eye-tracking-while-reading Corpus.

Deborah N. Jakobi, Thomas Kern, David R. Reich, Patrick Haller, Lena A. Jäger

CoRR, 2024

2023

Eyettention: An Attention-based Dual-Sequence Model for Predicting Human Scanpaths during Reading.

Shuwen Deng, David R. Reich, Paul Prasse, Patrick Haller, Tobias Scheffer, Lena A. Jäger

Proc. ACM Hum. Comput. Interact., May, 2023

SP-EyeGAN: Generating Synthetic Eye Movement Data with Generative Adversarial Networks.

Paul Prasse, David R. Reich, Silvia Makowski, Seoyoung Ahn, Tobias Scheffer, Lena A. Jäger

Proceedings of the 2023 Symposium on Eye Tracking Research and Applications, 2023

pymovements: A Python Package for Eye Movement Data Processing.

Daniel G. Krakowczyk, David R. Reich, Jakob Chwastek, Deborah N. Jakobi, Paul Prasse, Assunta Süss, Oleksii Turuta, Pawel Kasprowski, Lena A. Jäger

Proceedings of the 2023 Symposium on Eye Tracking Research and Applications, 2023

Bridging the Gap: Gaze Events as Interpretable Concepts to Explain Deep Neural Sequence Models.

Daniel G. Krakowczyk, Paul Prasse, David R. Reich, Sebastian Lapuschkin, Tobias Scheffer, Lena A. Jäger

Proceedings of the 2023 Symposium on Eye Tracking Research and Applications, 2023

Pre-Trained Language Models Augmented with Synthetic Scanpaths for Natural Language Understanding.

Shuwen Deng, Paul Prasse, David R. Reich, Tobias Scheffer, Lena A. Jäger

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

ScanDL: A Diffusion Model for Generating Synthetic Scanpaths on Texts.

Lena S. Bolliger, David R. Reich, Patrick Haller, Deborah N. Jakobi, Paul Prasse, Lena A. Jäger

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

Detection of ADHD Based on Eye Movements During Natural Viewing.

Shuwen Deng, Paul Prasse, David R. Reich, Sabine Dziemian, Maja Stegenwallner-Schütz, Daniel Krakowczyk, Silvia Makowski, Nicolas Langer, Tobias Scheffer, Lena A. Jäger

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Selection of XAI Methods Matters: Evaluation of Feature Attribution Methods for Oculomotoric Biometric Identification.

Daniel Krakowczyk, David R. Reich, Paul Prasse, Sebastian Lapuschkin, Tobias Scheffer, Lena A. Jäger

Proceedings of The 1st Gaze Meets ML workshop, 2022

Inferring Native and Non-Native Human Reading Comprehension and Subjective Text Difficulty from Scanpaths in Reading.

David R. Reich, Paul Prasse, Chiara Tschirner, Patrick Haller, Frank Goldhammer, Lena A. Jäger

Proceedings of the ETRA 2022: Symposium on Eye Tracking Research and Applications, Seattle, WA, USA, June 8, 2022

Fairness in Oculomotoric Biometric Identification.

Paul Prasse, David R. Reich, Silvia Makowski, Lena A. Jäger, Tobias Scheffer

Proceedings of the ETRA 2022: Symposium on Eye Tracking Research and Applications, Seattle, WA, USA, June 8, 2022

2021

DeepEyedentificationLive: Oculomotoric Biometric Identification and Presentation-Attack Detection Using Deep Neural Networks.

Silvia Makowski, Paul Prasse, David R. Reich, Daniel Krakowczyk, Lena A. Jäger, Tobias Scheffer

IEEE Trans. Biom. Behav. Identity Sci., 2021