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 | 40 | 2021 |
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 | 23 | 2022 |
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 | 11 | 2023 |
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 | 10 | 2022 |
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 | 7 | 2023 |
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 | 7 | 2023 |
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 | 5 | 2024 |
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 | 5 | 2023 |
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 | 5 | 2023 |
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 | 4 | 2023 |
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 | 3 | 2024 |
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 | 2 | 2024 |
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 | 2 | 2023 |
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 | 2 | 2022 |
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 | 1 | 2024 |
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 | 1 | 2023 |
Measurement reliability of individual differences in sentence processing P Haller, I Koncic, DR Reich, C Tschirner, S Makowski, LA Jäger University of Zurich, 2022 | 1 | 2022 |
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 |