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09/12/2023
LEyes: A Lightweight Framework for Deep Learning-Based Eye Tracking using Synthetic Eye Images
Deep learning has bolstered gaze estimation techniques, but real-world d...
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08/11/2023
Assessing Student Errors in Experimentation Using Artificial Intelligence and Large Language Models: A Comparative Study with Human Raters
Identifying logical errors in complex, incomplete or even contradictory ...
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07/07/2023
URL: A Representation Learning Benchmark for Transferable Uncertainty Estimates
Representation learning has significantly driven the field to develop pr...
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06/10/2023
TS-MoCo: Time-Series Momentum Contrast for Self-Supervised Physiological Representation Learning
Limited availability of labeled physiological data often prohibits the u...
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06/09/2023
Efficient GNN Explanation via Learning Removal-based Attribution
As Graph Neural Networks (GNNs) have been widely used in real-world appl...
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05/24/2023
DynStatF: An Efficient Feature Fusion Strategy for LiDAR 3D Object Detection
Augmenting LiDAR input with multiple previous frames provides richer sem...
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05/23/2023
Eye-tracked Virtual Reality: A Comprehensive Survey on Methods and Privacy Challenges
Latest developments in computer hardware, sensor technologies, and artif...
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04/12/2023
Precise localization of corneal reflections in eye images using deep learning trained on synthetic data
We present a deep learning method for accurately localizing the center o...
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03/01/2023
Multiperspective Teaching of Unknown Objects via Shared-gaze-based Multimodal Human-Robot Interaction
For successful deployment of robots in multifaceted situations, an under...
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02/06/2023
Probabilistic Contrastive Learning Recovers the Correct Aleatoric Uncertainty of Ambiguous Inputs
Contrastively trained encoders have recently been proven to invert the d...
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10/20/2022
Towards Human-centered Explainable AI: User Studies for Model Explanations
Explainable AI (XAI) is widely viewed as a sine qua non for ever-expandi...
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07/08/2022
A Non-isotropic Probabilistic Take on Proxy-based Deep Metric Learning
Proxy-based Deep Metric Learning (DML) learns deep representations by em...
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06/28/2022
Disentangling Embedding Spaces with Minimal Distributional Assumptions
Interest in understanding and factorizing learned embedding spaces is gr...
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04/26/2022
User Trust on an Explainable AI-based Medical Diagnosis Support System
Recent research has supported that system explainability improves user t...
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04/26/2022
Where and What: Driver Attention-based Object Detection
Human drivers use their attentional mechanisms to focus on critical obje...
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03/29/2022
Gaze-based Object Detection in the Wild
In human-robot collaboration, one challenging task is to teach a robot n...
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01/18/2022
Pistol: Pupil Invisible Supportive Tool to extract Pupil, Iris, Eye Opening, Eye Movements, Pupil and Iris Gaze Vector, and 2D as well as 3D Gaze
This paper describes a feature extraction and gaze estimation software, ...
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11/02/2021
Human Attention in Fine-grained Classification
The way humans attend to, process and classify a given image has the pot...
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06/11/2021
States of confusion: Eye and Head tracking reveal surgeons' confusion during arthroscopic surgery
During arthroscopic surgeries, surgeons are faced with challenges like c...
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05/06/2021
Estimating Presentation Competence using Multimodal Nonverbal Behavioral Cues
Public speaking and presentation competence plays an essential role in m...
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02/11/2021
Differentiating Surgeon Expertise Solely by Eye Movement Features
Developments in computer science in recent years are moving into hospita...
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02/03/2021
TEyeD: Over 20 million real-world eye images with Pupil, Eyelid, and Iris 2D and 3D Segmentations, 2D and 3D Landmarks, 3D Eyeball, Gaze Vector, and Eye Movement Types
We present TEyeD, the world's largest unified public data set of eye ima...
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01/23/2021
Digital Transformations of Classrooms in Virtual Reality
With rapid developments in consumer-level head-mounted displays and comp...
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01/12/2021
A Multimodal Eye Movement Dataset and a Multimodal Eye Movement Segmentation Analysis
We present a new dataset with annotated eye movements. The dataset consi...
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01/11/2021
Multimodal Engagement Analysis from Facial Videos in the Classroom
Student engagement is a key construct for learning and teaching. While m...
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01/11/2021
The Gaze and Mouse Signal as additional Source for User Fingerprints in Browser Applications
In this work we inspect different data sources for browser fingerprints....
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01/06/2021
Artificial Intelligence Methods in In-Cabin Use Cases: A Survey
As interest in autonomous driving increases, efforts are being made to m...
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10/23/2020
Eye Tracking Data Collection Protocol for VR for Remotely Located Subjects using Blockchain and Smart Contracts
Eye tracking data collection in the virtual reality context is typically...
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10/02/2020
Rotated Ring, Radial and Depth Wise Separable Radial Convolutions
Simple image rotations significantly reduce the accuracy of deep neural ...
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10/02/2020
Weight and Gradient Centralization in Deep Neural Networks
Batch normalization is currently the most widely used variant of interna...
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10/02/2020
Explainable Online Validation of Machine Learning Models for Practical Applications
We present a reformulation of the regression and classification, which a...
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09/28/2020
Driver Drowsiness Classification Based on Eye Blink and Head Movement Features Using the k-NN Algorithm
Modern advanced driver-assistance systems analyze the driving performanc...
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09/23/2020
Eye Movement Feature Classification for Soccer Expertise Identification in Virtual Reality
Latest research in expertise assessment of soccer players pronounced the...
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06/20/2020
Driver Intention Anticipation Based on In-Cabin and Driving Scene Monitoring
Numerous car accidents are caused by improper driving maneuvers. Serious...
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06/12/2020
Multi Layer Neural Networks as Replacement for Pooling Operations
Pooling operations are a layer found in almost every modern neural netwo...
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03/31/2020
Deep semantic gaze embedding and scanpath comparison for expertise classification during OPT viewing
Modeling eye movement indicative of expertise behavior is decisive in us...
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02/20/2020
Differential Privacy for Eye Tracking with Temporal Correlations
Head mounted displays bring eye tracking into daily use and this raises ...
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01/14/2020
Automated Anonymisation of Visual and Audio Data in Classroom Studies
Understanding students' and teachers' verbal and non-verbal behaviours d...
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01/12/2020
Attention Flow: End-to-End Joint Attention Estimation
This paper addresses the problem of understanding joint attention in thi...
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11/06/2019
Privacy Preserving Gaze Estimation using Synthetic Images via a Randomized Encoding Based Framework
Eye tracking is handled as one of the key technologies for applications ...
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05/24/2019
Training decision trees as replacement for convolution layers
We present an alternative layer to convolution layers in convolutional n...
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01/29/2019
Validation loss for landmark detection
We present a new loss function for the validation of image landmarks det...
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08/27/2018
Eye movement velocity and gaze data generator for evaluation, robustness testing and assess of eye tracking software and visualization tools
Eye movements hold information about human perception, intention, and co...
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05/22/2018
Teacher's Perception in the Classroom
The ability for a teacher to engage all students in active learning proc...
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03/28/2018
Eye movement simulation and detector creation to reduce laborious parameter adjustments
Eye movements hold information about human perception, intention and cog...
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12/24/2017
PuRe: Robust pupil detection for real-time pervasive eye tracking
Real-time, accurate, and robust pupil detection is an essential prerequi...
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11/09/2017
Fast camera focus estimation for gaze-based focus control
Many cameras implement auto-focus functionality. However, they typically...
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10/30/2017
PupilNet v2.0: Convolutional Neural Networks for CPU based real time Robust Pupil Detection
Real-time, accurate, and robust pupil detection is an essential prerequi...
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01/19/2016
