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2020 – today
- 2024
[j5]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)- [c21]Shuwen Deng, Paul Prasse, David R. Reich, Tobias Scheffer, Lena A. Jäger:
Fine-Tuning Pre-Trained Language Models with Gaze Supervision. ACL (Short Papers) 2024: 217-224 - [c20]Pedro Alonso Campana, Paul Prasse, Tobias Scheffer:
Predicting Dose-Response Curves with Deep Neural Networks. ICML 2024 - 2023
- [j4]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) - [c19]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 - [c18]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 - [c17]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 - [c16]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 - [c15]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 - [c14]Silvia Makowski, Paul Prasse, Lena Ann Jäger, Tobias Scheffer:
Detection of Drowsiness and Impending Microsleep from Eye Movements. Gaze Meets ML 2023: 142-160 - [c13]Silvia Makowski, Annika Bätz, Paul Prasse, Lena A. Jäger, Tobias Scheffer:
Detection of Alcohol Inebriation from Eye Movements. KES 2023: 2086-2095 - [i10]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) - [i9]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) - [i8]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) - [i7]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) - [i6]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
- [c12]Paul Prasse, David R. Reich, Silvia Makowski, Lena A. Jäger, Tobias Scheffer:
Fairness in Oculomotoric Biometric Identification. ETRA 2022: 22:1-22:8 - [c11]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 - [c10]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 - [c9]Silvia Makowski, Paul Prasse, Lena A. Jäger, Tobias Scheffer:
Oculomotoric Biometric Identification under the Influence of Alcohol and Fatigue. IJCB 2022: 1-9 - [c8]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 - [i5]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) - 2021
- [j3]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) - [c7]Paul Prasse, Jan Brabec, Jan Kohout, Martin Kopp, Lukás Bajer, Tobias Scheffer:
Learning Explainable Representations of Malware Behavior. ECML/PKDD (4) 2021: 53-68 - [i4]Paul Prasse, Jan Brabec, Jan Kohout, Martin Kopp, Lukás Bajer, Tobias Scheffer:
Learning Explainable Representations of Malware Behavior. CoRR abs/2106.12328 (2021) - 2020
- [c6]Silvia Makowski, Lena A. Jäger, Paul Prasse, Tobias Scheffer:
Biometric Identification and Presentation-Attack Detection using Micro- and Macro-Movements of the Eyes. IJCB 2020: 1-10 - [c5]Paul Prasse, Lena A. Jäger, Silvia Makowski, Moritz Feuerpfeil, Tobias Scheffer:
On the Relationship between Eye Tracking Resolution and Performance of Oculomotoric Biometric Identification. KES 2020: 2088-2097
2010 – 2019
- 2019
- [j2]Paul Prasse, René Knaebel, Lukás Machlica, Tomás Pevný, Tobias Scheffer:
Joint detection of malicious domains and infected clients. Mach. Learn. 108(8-9): 1353-1368 (2019) - [c4]Lena A. Jäger, Silvia Makowski, Paul Prasse, Sascha Liehr, Maximilian Seidler, Tobias Scheffer:
Deep Eyedentification: Biometric Identification Using Micro-movements of the Eye. ECML/PKDD (2) 2019: 299-314 - [i3]Paul Prasse, René Knaebel, Lukás Machlica, Tomás Pevný, Tobias Scheffer:
Joint Detection of Malicious Domains and Infected Clients. CoRR abs/1906.09084 (2019) - [i2]Lena A. Jäger, Silvia Makowski, Paul Prasse, Sascha Liehr, Maximilian Seidler, Tobias Scheffer:
Deep Eyedentification: Biometric Identification using Micro-Movements of the Eye. CoRR abs/1906.11889 (2019) - 2017
- [c3]Paul Prasse, Lukás Machlica, Tomás Pevný, Jirí Havelka, Tobias Scheffer:
Malware Detection by Analysing Encrypted Network Traffic with Neural Networks. ECML/PKDD (2) 2017: 73-88 - [c2]Paul Prasse, Lukás Machlica, Tomás Pevný, Jirí Havelka, Tobias Scheffer:
Malware Detection by Analysing Network Traffic with Neural Networks. IEEE Symposium on Security and Privacy Workshops 2017: 205-210 - 2016
- [b1]Paul Prasse:
Pattern recognition for computer security (Mustererkennung für Computersicherheit). University of Potsdam, Germany, 2016 - 2015
- [j1]Paul Prasse, Christoph Sawade, Niels Landwehr, Tobias Scheffer:
Learning to identify concise regular expressions that describe email campaigns. J. Mach. Learn. Res. 16: 3687-3720 (2015) - 2012
- [c1]Paul Prasse, Christoph Sawade, Niels Landwehr, Tobias Scheffer:
Learning to Identify Regular Expressions that Describe Email Campaigns. ICML 2012 - [i1]Paul Prasse, Christoph Sawade, Niels Landwehr, Tobias Scheffer:
Learning to Identify Regular Expressions that Describe Email Campaigns. CoRR abs/1206.4637 (2012)
Coauthor Index
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