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09/13/2023
Generative AI
The term "generative AI" refers to computational techniques that are cap...
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11/26/2022
A Survey of Text Representation Methods and Their Genealogy
In recent years, with the advent of highly scalable artificial-neural-ne...
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04/19/2022
GAM(e) changer or not? An evaluation of interpretable machine learning models based on additive model constraints
The number of information systems (IS) studies dealing with explainable ...
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04/19/2022
Where Was COVID-19 First Discovered? Designing a Question-Answering System for Pandemic Situations
The COVID-19 pandemic is accompanied by a massive "infodemic" that makes...
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01/23/2022
Survey and Systematization of 3D Object Detection Models and Methods
This paper offers a comprehensive survey of recent developments in 3D ob...
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01/06/2022
A Light in the Dark: Deep Learning Practices for Industrial Computer Vision
In recent years, large pre-trained deep neural networks (DNNs) have revo...
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04/23/2021
A Picture is Worth a Collaboration: Accumulating Design Knowledge for Computer-Vision-based Hybrid Intelligence Systems
Computer vision (CV) techniques try to mimic human capabilities of visua...
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04/18/2021
A survey of image labelling for computer vision applications
Supervised machine learning methods for image analysis require large amo...
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04/12/2021
Machine learning and deep learning
Today, intelligent systems that offer artificial intelligence capabiliti...
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03/05/2021