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09/14/2023
Identifying Concerns When Specifying Machine Learning-Enabled Systems: A Perspective-Based Approach
Engineering successful machine learning (ML)-enabled systems poses vario...
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05/15/2023
A Systematic Mapping Study and Practitioner Insights on the Use of Software Engineering Practices to Develop MVPs
[Background] The MVP concept has influenced the way in which development...
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11/24/2022
Lessons Learned to Improve the UX Practices in Agile Projects Involving Data Science and Process Automation
Context: User-Centered Design and Agile methodologies focus on human iss...
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08/25/2022
Multiresolution Neural Networks for Imaging
We present MR-Net, a general architecture for multiresolution neural net...
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06/20/2022
Towards Perspective-Based Specification of Machine Learning-Enabled Systems
Machine learning (ML) teams often work on a project just to realize the ...
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04/15/2022
A Catalogue of Concerns for Specifying Machine Learning-Enabled Systems
Requirements engineering (RE) activities for Machine Learning (ML) are n...
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01/24/2022
Neural Implicit Surfaces in Higher Dimension
This work investigates the use of neural networks admitting high-order d...
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01/23/2022
Differential Geometry in Neural Implicits
We introduce a neural implicit framework that bridges discrete different...
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01/22/2022
MIP-plicits: Level of Detail Factorization of Neural Implicits Sphere Tracing
We introduce MIP-plicits, a novel approach for rendering 3D and 4D Neura...
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02/02/2021
Real-time rendering of complex fractals
This chapter describes how to use intersection and closest-hit shaders t...
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12/18/2020
Proceduray – A light-weight engine for procedural primitive ray tracing
We introduce Proceduray, an engine for real-time ray tracing of procedur...
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10/22/2020