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04/21/2023
Eyettention: An Attention-based Dual-Sequence Model for Predicting Human Scanpaths during Reading
Eye movements during reading offer insights into both the reader's cogni...
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04/12/2023
Bridging the Gap: Gaze Events as Interpretable Concepts to Explain Deep Neural Sequence Models
Recent work in XAI for eye tracking data has evaluated the suitability o...
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07/04/2022
Detection of ADHD based on Eye Movements during Natural Viewing
Attention-deficit/hyperactivity disorder (ADHD) is a neurodevelopmental ...
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06/23/2021
Learning Explainable Representations of Malware Behavior
We address the problems of identifying malware in network telemetry logs...
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03/25/2020
Discriminative Viewer Identification using Generative Models of Eye Gaze
We study the problem of identifying viewers of arbitrary images based on...
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06/21/2019
Joint Detection of Malicious Domains and Infected Clients
Detection of malware-infected computers and detection of malicious web d...
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06/20/2019
Deep Eyedentification: Biometric Identification using Micro-Movements of the Eye
We study involuntary micro-movements of the eye for biometric identifica...
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09/21/2018
A Discriminative Model for Identifying Readers and Assessing Text Comprehension from Eye Movements
We study the problem of inferring readers' identities and estimating the...
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08/28/2015
