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ORCIDDavid R. Reich
Person information
- affiliation: University of Potsdam, Department of Computer Science, Germany
- affiliation: University of Zurich, Department of Computational Linguistics, Switzerland
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Journal Articles
- 2024
[j4]Paul Prasse
, David R. Reich, Silvia Makowski, Tobias Scheffer, Lena A. Jäger:
Improving cognitive-state analysis from eye gaze with synthetic eye-movement data. Comput. Graph. 119: 103901 (2024)- [j3]Tarek Alakmeh, David R. Reich, Lena A. Jäger, Thomas Fritz:
Predicting Code Comprehension: A Novel Approach to Align Human Gaze with Code using Deep Neural Networks. Proc. ACM Softw. Eng. 1(FSE): 1982-2004 (2024) - 2023
- [j2]Shuwen Deng, David R. Reich, Paul Prasse, Patrick Haller, Tobias Scheffer, Lena A. Jäger:
Eyettention: An Attention-based Dual-Sequence Model for Predicting Human Scanpaths during Reading. Proc. ACM Hum. Comput. Interact. 7(ETRA): 1-24 (2023) - 2021
- [j1]Silvia Makowski, Paul Prasse, David R. Reich, Daniel Krakowczyk, Lena A. Jäger, Tobias Scheffer:
DeepEyedentificationLive: Oculomotoric Biometric Identification and Presentation-Attack Detection Using Deep Neural Networks. IEEE Trans. Biom. Behav. Identity Sci. 3(4): 506-518 (2021)
Conference and Workshop Papers
- 2024
- [c10]David R. Reich, Shuwen Deng, Marina Björnsdóttir, Lena A. Jäger, Nora Hollenstein:
Reading Does Not Equal Reading: Comparing, Simulating and Exploiting Reading Behavior across Populations. LREC/COLING 2024: 13586-13594 - 2023
- [c9]Shuwen Deng, Paul Prasse, David R. Reich, Tobias Scheffer, Lena A. Jäger:
Pre-Trained Language Models Augmented with Synthetic Scanpaths for Natural Language Understanding. EMNLP 2023: 6500-6507 - [c8]Lena S. Bolliger, David R. Reich, Patrick Haller, Deborah N. Jakobi, Paul Prasse, Lena A. Jäger:
ScanDL: A Diffusion Model for Generating Synthetic Scanpaths on Texts. EMNLP 2023: 15513-15538 - [c7]Daniel G. Krakowczyk, Paul Prasse, David R. Reich, Sebastian Lapuschkin, Tobias Scheffer, Lena A. Jäger:
Bridging the Gap: Gaze Events as Interpretable Concepts to Explain Deep Neural Sequence Models. ETRA 2023: 3:1-3:8 - [c6]Paul Prasse, David R. Reich, Silvia Makowski, Seoyoung Ahn, Tobias Scheffer, Lena A. Jäger:
SP-EyeGAN: Generating Synthetic Eye Movement Data with Generative Adversarial Networks. ETRA 2023: 18:1-18:9 - [c5]Daniel G. Krakowczyk, David R. Reich, Jakob Chwastek, Deborah N. Jakobi, Paul Prasse, Assunta Süss, Oleksii Turuta, Pawel Kasprowski, Lena A. Jäger:
pymovements: A Python Package for Eye Movement Data Processing. ETRA 2023: 53:1-53:2 - 2022
- [c4]Paul Prasse, David R. Reich, Silvia Makowski, Lena A. Jäger, Tobias Scheffer:
Fairness in Oculomotoric Biometric Identification. ETRA 2022: 22:1-22:8 - [c3]David R. Reich, Paul Prasse, Chiara Tschirner, Patrick Haller, Frank Goldhammer, Lena A. Jäger:
Inferring Native and Non-Native Human Reading Comprehension and Subjective Text Difficulty from Scanpaths in Reading. ETRA 2022: 23:1-23:8 - [c2]Daniel Krakowczyk, David R. Reich, Paul Prasse, Sebastian Lapuschkin, Tobias Scheffer, Lena A. Jäger:
Selection of XAI Methods Matters: Evaluation of Feature Attribution Methods for Oculomotoric Biometric Identification. Gaze Meets ML 2022: 66-97 - [c1]Shuwen Deng, Paul Prasse, David R. Reich, Sabine Dziemian, Maja Stegenwallner-Schütz, Daniel Krakowczyk, Silvia Makowski, Nicolas Langer, Tobias Scheffer, Lena A. Jäger:
Detection of ADHD Based on Eye Movements During Natural Viewing. ECML/PKDD (6) 2022: 403-418
Informal and Other Publications
- 2024
- [i7]Deborah N. Jakobi, Thomas Kern, David R. Reich, Patrick Haller, Lena A. Jäger:
PoTeC: A German Naturalistic Eye-tracking-while-reading Corpus. CoRR abs/2403.00506 (2024) - 2023
- [i6]Daniel G. Krakowczyk, David R. Reich, Jakob Chwastek, Deborah N. Jakobi, Paul Prasse, Assunta Süss, Oleksii Turuta, Pawel Kasprowski, Lena A. Jäger:
pymovements: A Python Package for Eye Movement Data Processing. CoRR abs/2304.09859 (2023) - [i5]Shuwen Deng, David R. Reich, Paul Prasse, Patrick Haller, Tobias Scheffer, Lena A. Jäger:
Eyettention: An Attention-based Dual-Sequence Model for Predicting Human Scanpaths during Reading. CoRR abs/2304.10784 (2023) - [i4]Daniel G. Krakowczyk, Paul Prasse, David R. Reich, Sebastian Lapuschkin, Tobias Scheffer, Lena A. Jäger:
Bridging the Gap: Gaze Events as Interpretable Concepts to Explain Deep Neural Sequence Models. CoRR abs/2304.13536 (2023) - [i3]Shuwen Deng, Paul Prasse, David R. Reich, Tobias Scheffer, Lena A. Jäger:
Pre-Trained Language Models Augmented with Synthetic Scanpaths for Natural Language Understanding. CoRR abs/2310.14676 (2023) - [i2]Lena S. Bolliger, David R. Reich, Patrick Haller, Deborah N. Jakobi, Paul Prasse, Lena A. Jäger:
ScanDL: A Diffusion Model for Generating Synthetic Scanpaths on Texts. CoRR abs/2310.15587 (2023) - 2022
- [i1]Shuwen Deng, Paul Prasse, David R. Reich, Sabine Dziemian, Maja Stegenwallner-Schütz, Daniel Krakowczyk, Silvia Makowski, Nicolas Langer, Tobias Scheffer, Lena A. Jäger:
Detection of ADHD based on Eye Movements during Natural Viewing. CoRR abs/2207.01377 (2022)
Coauthor Index
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