CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

PDF papers
References
id sigradi2021_166
authors Vivanco, Tomas, Valencia, Antonia and Yuan, Philip
year 2021
title Methodological Implementation of Stylegans Algorithms and Its Change of Paradigm in the Education, Practice and Role of Designers
source Gomez, P and Braida, F (eds.), Designing Possibilities - Proceedings of the XXV International Conference of the Ibero-American Society of Digital Graphics (SIGraDi 2021), Online, 8 - 12 November 2021, pp. 55–66
summary The integration of Artificial Intelligence algorithms into computational design processes promote a human-machine collaboration, transforming the role of conventional designers into meta-designer as a product of this collaboration. Specifically, StyleGAN's algorithms offer a novel approach to experimenting with shapes from previously designed images of products or objects. This article presents the application of a methodology for image experimentation to designers without previous knowledge of computation and programming. Each of the steps was developed through different cases for different speculative object production, using artificial intelligence algorithms, and reflecting - in an applied way - the designer's role as curator and co- creator of the creative process in conjunction with computing.
keywords Stylegan, design methods, design education, artificial intelligence.
series SIGraDi
email
full text file.pdf (616,887 bytes)
references Content-type: text/plain
Details Citation Select
100%; open Collins, N. (2008) Find in CUMINCAD The analysis of generative music programs , Organised sound, 13(3), 237-248

100%; open del Campo, M., Manninger, S. (2020) Find in CUMINCAD A Question of Style - Style, Artificial Intelligence and Architecture , Architectural Intelligence

100%; open el Campo, M., Manninger, S. (2020) Find in CUMINCAD Towards Hallucinating Machines - Designing with Computational Vision , International Journal of Architectural Computing

100%; open Glãveanu, V. P., & Tanggaard, L. (2014) Find in CUMINCAD Creativity, identity, and representation: Towards a socio-cultural theory of creative identity , New Ideas in Psychology, 34, 12-21

100%; open Hutter, F., Lücke, J. & Schmidt-Thieme, L. (2015) Find in CUMINCAD Beyond Manual Tuning of Hyperparameters , Künstl Intell 29, 329–337

100%; open Leach, N. (2019) Find in CUMINCAD Do Robots Dream of Digital Sheep? , ACADIA 19:Ubiquity And Autonomy Conference Proceedings

100%; open ReferenciasBrown, A. R., & Sorensen, A. (2009) Find in CUMINCAD Interacting with generative music through live coding , Contemporary Music Review, 28(1), 17-29

100%; open Sbai, O., Elhoseiny, M., Bordes, A., LeCun, Y., & Couprie, C. (2018) Find in CUMINCAD Design: Design inspiration from generative networks , Proceedings of the European Conference on Computer Vision (ECCV) Workshops

100%; open Scafa, M. Marconi, M. Germani,M. (2020) Find in CUMINCAD A critical review of symbiosis approaches in the context of Industry 4.0 , Journal of Computational Design and Engineering, Volume 7, Issue 3. Pages 269–278

100%; open Shalev-Shwartz, S., & Ben-David, S. (2014) Find in CUMINCAD Understanding Machine Learning: From Theory to Algorithms , Cambridge: Cambridge University Press

100%; open Smith. R. (2020) Find in CUMINCAD External representations contribute to the dynamic construction of ideas , International Conference on Theory and Application of Diagrams (pp. 341-343). Springer

100%; open Terzidis, K. (2006) Find in CUMINCAD Algorithmic architecture , Amsterdam; Boston: Architectural Press

last changed 2022/05/23 12:10
pick and add to favorite papersHOMELOGIN (you are user _anon_204813 from group guest) CUMINCAD Papers Powered by SciX Open Publishing Services 1.002