Learning to See: You Are What You See

Akten, Memo; Fiebrink, Rebecca and Grierson, Mick. 2019. 'Learning to See: You Are What You See'. In: SIGGRAPH 2019 Art Papers. Los Angeles, United States 28 July - 1 August 2019. [Conference or Workshop Item]

[img]
Preview
Text
LearningToSee_AuthorVersion.pdf - Accepted Version
Available under License Creative Commons Attribution Non-commercial.

Download (1MB) | Preview

Abstract or Description

We present a visual instrument developed as part of the creation of the artwork Learning to See. The artwork explores bias in artificial neural networks and provides mechanisms for the manipulation of specifically trained–for real-world representations. The exploration of these representations acts as a metaphor for the process of developing a visual understanding and/or visual vocabulary of the world. These representations can be explored and manipulated in real time, and have been produced in such a way so as to reflect specific creative perspectives that call into question the relationship between how both artificial neural networks and humans may construct meaning.

Item Type:

Conference or Workshop Item (Other)

Identification Number (DOI):

https://doi.org/10.1145/3306211.3320143

Keywords:

neural networks, visual instruments

Related URLs:

Departments, Centres and Research Units:

Computing
Computing > Embodied AudioVisual Interaction Group (EAVI)

Dates:

DateEvent
8 April 2019Accepted
28 July 2019Published

Event Location:

Los Angeles, United States

Date range:

28 July - 1 August 2019

Item ID:

26671

Date Deposited:

02 Aug 2019 10:15

Last Modified:

03 Sep 2019 08:50

URI:

http://research.gold.ac.uk/id/eprint/26671

View statistics for this item...

Edit Record Edit Record (login required)