Search Results for author: Nikolas Martelaro

Found 7 papers, 0 papers with code

Exploring Challenges and Opportunities to Support Designers in Learning to Co-create with AI-based Manufacturing Design Tools

no code implementations1 Mar 2023 Frederic Gmeiner, Humphrey Yang, Lining Yao, Kenneth Holstein, Nikolas Martelaro

AI-based design tools are proliferating in professional software to assist engineering and industrial designers in complex manufacturing and design tasks.

Team Learning as a Lens for Designing Human-AI Co-Creative Systems

no code implementations6 Jul 2022 Frederic Gmeiner, Kenneth Holstein, Nikolas Martelaro

Here we reframe human-AI collaboration as a learning problem: Inspired by research on team learning, we hypothesize that similar learning strategies that apply to human-human teams might also increase the collaboration effectiveness and quality of humans working with co-creative generative systems.

Learning Personal Style from Few Examples

no code implementations30 May 2021 David Chuan-En Lin, Nikolas Martelaro

The principles are manifested in PseudoClient, a deep learning framework that learns a computational model for personal graphic design style from only a handful of examples.

Remote Observation of Field Work on the Farm

no code implementations4 Mar 2021 Wendy Ju, Ilan Mandel, Kevin Weatherwax, Leila Takayama, Nikolas Martelaro, Denis Willett

Travel restrictions and social distancing measures make it difficult to observe, monitor or manage physical fieldwork.

Computers and Society Human-Computer Interaction

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