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David R. Reich
David R. Reich
Verified email at uni-potsdam.de
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DeepEyedentificationLive: Oculomotoric biometric identification and presentation-attack detection using deep neural networks
S Makowski, P Prasse, DR Reich, D Krakowczyk, LA Jäger, T Scheffer
IEEE Transactions on Biometrics, Behavior, and Identity Science 3 (4), 506-518, 2021
402021
Inferring native and non-native human reading comprehension and subjective text difficulty from scanpaths in reading
DR Reich, P Prasse, C Tschirner, P Haller, F Goldhammer, LA Jäger
2022 Symposium on Eye Tracking Research and Applications, 1-8, 2022
232022
Eyettention: An attention-based dual-sequence model for predicting human scanpaths during reading
S Deng, DR Reich, P Prasse, P Haller, T Scheffer, LA Jäger
Proceedings of the ACM on Human-Computer Interaction 7 (ETRA), 1-24, 2023
112023
Detection of ADHD based on eye movements during natural viewing
S Deng, P Prasse, DR Reich, S Dziemian, M Stegenwallner-Schütz, ...
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022
102022
Pre-trained language models augmented with synthetic scanpaths for natural language understanding
S Deng, P Prasse, DR Reich, T Scheffer, LA Jäger
arXiv preprint arXiv:2310.14676, 2023
72023
SP-EyeGAN: Generating Synthetic Eye Movement Data with Generative Adversarial Networks
P Prasse, DR Reich, S Makowski, S Ahn, T Scheffer, LA Jäger
Proceedings of the 2023 symposium on eye tracking research and applications, 1-9, 2023
72023
Improving cognitive-state analysis from eye gaze with synthetic eye-movement data
P Prasse, DR Reich, S Makowski, T Scheffer, LA Jäger
Computers & Graphics 119, 103901, 2024
52024
ScanDL: A diffusion model for generating synthetic scanpaths on texts
LS Bolliger, DR Reich, P Haller, DN Jakobi, P Prasse, LA Jäger
arXiv preprint arXiv:2310.15587, 2023
52023
Measurement reliability of individual differences in sentence processing: A cross-methodological reading corpus and Bayesian analysis.
P Haller, I Koncic, D Reich, LA Jäger
PsyArXiv, 2023
52023
pymovements: A Python package for eye movement data processing
DG Krakowczyk, DR Reich, J Chwastek, DN Jakobi, P Prasse, A Süss, ...
Proceedings of the 2023 Symposium on Eye Tracking Research and Applications, 1-2, 2023
42023
Reading Does Not Equal Reading: Comparing, Simulating and Exploiting Reading Behavior Across Populations
DR Reich, S Deng, M Björnsdóttir, L Jäger, N Hollenstein
Proceedings of the 2024 Joint International Conference on Computational …, 2024
32024
PoTeC: A German Naturalistic Eye-tracking-while-reading Corpus
DN Jakobi, T Kern, DR Reich, P Haller, LA Jäger
arXiv preprint arXiv:2403.00506, 2024
22024
Bridging the Gap: Gaze Events as Interpretable Concepts to Explain Deep Neural Sequence Models
DG Krakowczyk, P Prasse, DR Reich, S Lapuschkin, T Scheffer, LA Jäger
Proceedings of the 2023 Symposium on Eye Tracking Research and Applications, 1-8, 2023
22023
Fairness in oculomotoric biometric identification
P Prasse, DR Reich, S Makowski, LA Jäger, T Scheffer
2022 Symposium on Eye Tracking Research and Applications, 1-8, 2022
22022
Fine-Tuning Pre-Trained Language Models with Gaze Supervision
S Deng, P Prasse, D Reich, T Scheffer, L Jäger
Proceedings of the 62nd Annual Meeting of the Association for Computational …, 2024
12024
Selection of XAI Methods Matters: Evaluation of Feature Attribution Methods for Oculomotoric Biometric Identification
D Krakowczyk, DR Reich, P Prasse, S Lapuschkin, LA Jäger, T Scheffer
Gaze Meets Machine Learning Workshop, 66-97, 2023
12023
Measurement reliability of individual differences in sentence processing
P Haller, I Koncic, DR Reich, C Tschirner, S Makowski, LA Jäger
University of Zurich, 2022
12022
Identifying Personal Identifiable Information (PII) in Unstructured Text: A Comparative Study on Transformers
MH Shahriar, AVDM Kayem, D Reich, C Meinel
International Conference on Database and Expert Systems Applications, 174-181, 2024
2024
EMTeC: A Corpus of Eye Movements on Machine-Generated Texts
LS Bolliger, P Haller, ICR Cretton, DR Reich, T Kew, LA Jäger
arXiv preprint arXiv:2408.04289, 2024
2024
An Eye Opener Regarding Task-Based Text Gradient Saliency
G Wu, L Bolliger, D Reich, L Jäger
Proceedings of the Workshop on Cognitive Modeling and Computational …, 2024
2024
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