no code implementations • 4 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
no code implementations • 30 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.
no code implementations • 17 Dec 2021 • David Chuan-En Lin, Anastasis Germanidis, Cristóbal Valenzuela, Yining Shi, Nikolas Martelaro
In the art of video editing, sound helps add character to an object and immerse the viewer within a space.
no code implementations • 6 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.
no code implementations • 22 Nov 2022 • David Chuan-En Lin, Fabian Caba Heilbron, Joon-Young Lee, Oliver Wang, Nikolas Martelaro
This paper investigates the challenge of extracting highlight moments from videos.
no code implementations • 22 Nov 2022 • David Chuan-En Lin, Fabian Caba Heilbron, Joon-Young Lee, Oliver Wang, Nikolas Martelaro
Video has become a dominant form of media.
no code implementations • 1 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.
no code implementations • 10 Oct 2023 • Michael Feffer, Nikolas Martelaro, Hoda Heidari
Prior work has established the importance of integrating AI ethics topics into computer and data sciences curricula.
no code implementations • 12 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.
no code implementations • 9 Nov 2023 • David Chuan-En Lin, Nikolas Martelaro
This short paper introduces a workflow for generating realistic soundscapes for visual media.
no code implementations • 11 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.