Search Results for author: Nikolas Martelaro

Found 11 papers, 0 papers with code

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

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.

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.

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.

Jigsaw: Supporting Designers in Prototyping Multimodal Applications by Assembling AI Foundation Models

no code implementations12 Oct 2023 David Chuan-En Lin, Nikolas Martelaro

In a user study, we showed that Jigsaw enhanced designers' understanding of available foundation model capabilities, provided guidance on combining capabilities across different modalities and tasks, and served as a canvas to support design exploration, prototyping, and documentation.

What Do I Hear? Generating Sounds for Visuals with ChatGPT

no code implementations9 Nov 2023 David Chuan-En Lin, Nikolas Martelaro

This short paper introduces a workflow for generating realistic soundscapes for visual media.

"What's important here?": Opportunities and Challenges of Using LLMs in Retrieving Information from Web Interfaces

no code implementations11 Dec 2023 Faria Huq, Jeffrey P. Bigham, Nikolas Martelaro

Large language models (LLMs) that have been trained on a corpus that includes large amount of code exhibit a remarkable ability to understand HTML code.

Autonomous Web Navigation

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