Michael Barz

Orcid: 0000-0001-6730-2466

According to our database1, Michael Barz authored at least 50 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
A review of machine learning in scanpath analysis for passive gaze-based interaction.
Frontiers Artif. Intell., 2024

A look under the hood of the Interactive Deep Learning Enterprise (No-IDLE).
CoRR, 2024

I-MPN: Inductive Message Passing Network for Effective and Efficient Human-in-the-Loop Annotation of Mobile Eye Tracking Data.
CoRR, 2024

GazeLock: Gaze- and Lock Pattern-Based Authentication.
Proceedings of the 30th ACM Symposium on Virtual Reality Software and Technology, 2024

The MASTER XR Platform for Robotics Training in Manufacturing.
Proceedings of the 30th ACM Symposium on Virtual Reality Software and Technology, 2024

FormTwin: A Framework for Pen-based Data Collection.
Proceedings of the Adjunct Proceedings of the 32nd ACM Conference on User Modeling, 2024

Exploring Gaze-Based Menu Navigation in Virtual Environments.
Proceedings of the 2024 ACM Symposium on Spatial User Interaction, 2024

Detecting when Users Disagree with Generated Captions.
Proceedings of the Companion Proceedings of the 26th International Conference on Multimodal Interaction, 2024

Speech Imagery BCI Training Using Game with a Purpose.
Proceedings of the 2024 International Conference on Advanced Visual Interfaces, 2024

2023
Interactive Link Prediction as a Downstream Task for Foundational GUI Understanding Models.
Proceedings of the KI 2023: Advances in Artificial Intelligence, 2023

IMETA: An Interactive Mobile Eye Tracking Annotation Method for Semi-automatic Fixation-to-AOI mapping.
Proceedings of the Companion Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023

A User Interface for Explaining Machine Learning Model Explanations.
Proceedings of the Companion Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023

Interactive Fixation-to-AOI Mapping for Mobile Eye Tracking Data based on Few-Shot Image Classification.
Proceedings of the Companion Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023

Detection of contract cheating in pen-and-paper exams through the analysis of handwriting style.
Proceedings of the International Conference on Multimodal Interaction, 2023

2022
DRG-Net: Interactive Joint Learning of Multi-lesion Segmentation and Classification for Diabetic Retinopathy Grading.
CoRR, 2022

Leveraging Implicit Gaze-Based User Feedback for Interactive Machine Learning.
Proceedings of the KI 2022: Advances in Artificial Intelligence, 2022

SpellInk: Interactive Correction of Spelling Mistakes in Handwritten Text.
Proceedings of the HHAI 2022: Augmenting Human Intellect, 2022

pEncode: A Tool for Visualizing Pen Signal Encodings in Real-Time.
Proceedings of the HHAI 2022: Augmenting Human Intellect, 2022

Interactive Assessment Tool for Gaze-based Machine Learning Models in Information Retrieval.
Proceedings of the CHIIR '22: ACM SIGIR Conference on Human Information Interaction and Retrieval, Regensburg, Germany, March 14, 2022

2021
Investigating the Usability of a Head-Mounted Display Augmented Reality Device in Elementary School Children.
Sensors, 2021

ARETT: Augmented Reality Eye Tracking Toolkit for Head Mounted Displays.
Sensors, 2021

Automatic Visual Attention Detection for Mobile Eye Tracking Using Pre-Trained Computer Vision Models and Human Gaze.
Sensors, 2021

Implicit Estimation of Paragraph Relevance From Eye Movements.
Frontiers Comput. Sci., 2021

Improving German Image Captions Using Machine Translation and Transfer Learning.
Proceedings of the Statistical Language and Speech Processing, 2021

Multisensor-Pipeline: A Lightweight, Flexible, and Extensible Framework for Building Multimodal-Multisensor Interfaces.
Proceedings of the ICMI '21 Companion: Companion Publication of the 2021 International Conference on Multimodal Interaction, Montreal, QC, Canada, October 18, 2021

EyeLogin - Calibration-free Authentication Method for Public Displays Using Eye Gaze.
Proceedings of the 2021 Symposium on Eye Tracking Research and Applications, 2021

Automatic Recognition and Augmentation of Attended Objects in Real-time using Eye Tracking and a Head-mounted Display.
Proceedings of the ETRA '21 Adjunct: 2021 Symposium on Eye Tracking Research and Applications, 2021

Explainable Automatic Evaluation of the Trail Making Test for Dementia Screening.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2020
Towards Explanatory Interactive Image Captioning Using Top-Down and Bottom-Up Features, Beam Search and Re-ranking.
Künstliche Intell., 2020

Digital Pen Features Predict Task Difficulty and User Performance of Cognitive Tests.
Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization, 2020

Visual Search Target Inference in Natural Interaction Settings with Machine Learning.
Proceedings of the ETRA '20: 2020 Symposium on Eye Tracking Research and Applications, 2020

2019
Incremental Domain Adaptation for Neural Machine Translation in Low-Resource Settings.
Proceedings of the Fourth Arabic Natural Language Processing Workshop, 2019

Automatic Judgement of Neural Network-Generated Image Captions.
Proceedings of the Statistical Language and Speech Processing, 2019

Incremental Improvement of a Question Answering System by Re-ranking Answer Candidates Using Machine Learning.
Proceedings of the Increasing Naturalness and Flexibility in Spoken Dialogue Interaction, 2019

2018
A categorisation and implementation of digital pen features for behaviour characterisation.
CoRR, 2018

A Survey on Deep Learning Toolkits and Libraries for Intelligent User Interfaces.
CoRR, 2018

Visual Search Target Inference Using Bag of Deep Visual Words.
Proceedings of the KI 2018: Advances in Artificial Intelligence, 2018

Medical 3D Images in Multimodal Virtual Reality.
Proceedings of the 23rd International Conference on Intelligent User Interfaces Companion, 2018

Device-Type Influence in Crowd-based Natural Language Translation Tasks (short paper).
Proceedings of the 1st Workshop on Subjectivity, 2018

Error-aware gaze-based interfaces for robust mobile gaze interaction.
Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications, 2018

2017
Fine-tuning deep CNN models on specific MS COCO categories.
CoRR, 2017

A Multimodal Dialogue System for Medical Decision Support inside Virtual Reality.
Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue, 2017

Speech-based Medical Decision Support in VR using a Deep Neural Network (Demonstration).
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Evaluating Remote and Head-worn Eye Trackers in Multi-modal Speech-based HRI.
Proceedings of the Companion of the 2017 ACM/IEEE International Conference on Human-Robot Interaction, 2017

Evaluating Remote and Head-worn Eye Trackers in Multi-modal Speech-based HRI (Demo).
Proceedings of the Companion of the 2017 ACM/IEEE International Conference on Human-Robot Interaction, 2017

Human-in-the-Loop Control Processes in Gas Turbine Maintenance.
Proceedings of the Industrial Applications of Holonic and Multi-Agent Systems, 2017

2016
Gaze-guided object classification using deep neural networks for attention-based computing.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016

Multimodal multisensor activity annotation tool.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016

Prediction of gaze estimation error for error-aware gaze-based interfaces.
Proceedings of the Ninth Biennial ACM Symposium on Eye Tracking Research & Applications, 2016

WaterCoaster: A Device to Encourage People in a Playful Fashion to Reach Their Daily Water Intake Level.
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016


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