Thomas Kopinski

According to our database1, Thomas Kopinski authored at least 28 papers between 2013 and 2024.

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

Timeline

Legend:

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In proceedings 
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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Harnessing Large Language Models: Fine-tuned BERT for Detecting Charismatic Leadership Tactics in Natural Language.
CoRR, 2024

Bias Unveiled: Enhancing Fairness in German Word Embeddings with Large Language Models.
Proceedings of the Speech and Computer - 26th International Conference, 2024

2023
A Novel Architecture for Robust Explainable AI Approaches in Critical Object Detection Scenarios Based on Bayesian Neural Networks.
Proceedings of the Explainable Artificial Intelligence, 2023

Hybrid bayesian convolutional neural network object detection architectures for tracking small markers in automotive crashtest videos.
Proceedings of the 2023 Northern Lights Deep Learning Workshop, 2023

2022
Coupled Finite-Element-Method-Simulations for Real-Time-Process Monitoring in Metal Forming Digital-Twins.
Proceedings of the 10th International Conference on Control, Mechatronics and Automation, 2022

2021
Disease Prediction Based on Individual's Medical History Using CNN.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

2019
Hand Gesture Recognition in Automotive Human-Machine Interaction Using Depth Cameras.
Sensors, 2019

2018
An Energy-Based Convolutional SOM Model with Self-adaptation Capabilities.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

2017
Free-hand gesture recognition with 3D-CNNs for in-car infotainment control in real-time.
Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

A large-scale multi-pose 3D-RGB object database.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Dynamic Hand Gesture Recognition for Mobile Systems Using Deep LSTM.
Proceedings of the Intelligent Human Computer Interaction - 9th International Conference, 2017

2016
Neural Learning Methods for Human-Computer Interaction. (Méthodes d'apprentissage pour l'interaction homme-machine).
PhD thesis, 2016

A Deep Learning Approach to Mid-air Gesture Interaction for Mobile Devices from Time-of-Flight Data.
Proceedings of the 13th International Conference on Mobile and Ubiquitous Systems: Computing, 2016

User Expectations on Touchless Gestures in Vehicles.
Proceedings of the Mensch und Computer 2016, 2016

Touch versus mid-air gesture interfaces in road scenarios - measuring driver performance degradation.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

Touchless interaction for future mobile applications.
Proceedings of the 2016 International Conference on Computing, 2016

A time-of-flight-based hand posture database for human-machine interaction.
Proceedings of the 14th International Conference on Control, 2016

A Deep Learning Approach for Hand Posture Recognition from Depth Data.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

2015
A light-weight real-time applicable hand gesture recognition system for automotive applications.
Proceedings of the 2015 IEEE Intelligent Vehicles Symposium, 2015

A Real-Time Applicable Dynamic Hand Gesture Recognition Framework.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

A pragmatic approach to multi-class classification.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Gesture-based human-machine interaction for assistance systems.
Proceedings of the IEEE International Conference on Information and Automation, 2015

A simple technique for improving multi-class classification with neural networks.
Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015

2014
Demonstrator für ein handgestenbasiertes Interaktionskonzept im Automobil.
Proceedings of the Mensch & Computer 2014 - Workshopband, 14. Fachübergreifende Konferenz für Interaktive und Kooperative Medien - Interaktiv unterwegs - Freiräume gestalten, 31. August, 2014

A real-time applicable 3D gesture recognition system for automobile HMI.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

Multimodal space representation driven by self-evaluation of predictability.
Proceedings of the 4th International Conference on Development and Learning and on Epigenetic Robotics, 2014

Neural Network Based Data Fusion for Hand Pose Recognition with Multiple ToF Sensors.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2014, 2014

2013
Contactless Interaction for Automotive Applications.
Proceedings of the Mensch & Computer 2013: Interaktive Vielfalt, Interdisziplinäre Fachtagung, 8.-11. September 2013, Bremen, Germany, 2013


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