37 citations · 139 across the 18 of their papers we have counts for
5 papers · 1 filter
LayerShuffle: Enhancing Robustness in Vision Transformers by Randomizing Layer Execution Order
Matthias Freiberger, Peter Kun, Anders Sundnes Løvlie +1
Due to their architecture and how they are trained, artificial neural networks are typically not robust toward pruning or shuffling layers at test time. However, such properties wo…
AI-generated art perceptions with GenFrame -- an image-generating picture frame
Peter Kun, Matthias Freiberger, Anders Sundnes Løvlie +1
Image-generation models are changing how we express ourselves in visual art. However, what people think of AI-generated art is still largely unexplored, especially compared to trad…
Using Tangible Interaction to Design Musicking Artifacts for Non-musicians
Lucía Montesinos, Halfdan Hauch Jensen, Anders Sundnes Løvlie
This paper presents a Research through Design exploration of the potential for using tangible interactions to enable active music experiences - musicking - for non-musicians. We pr…
Algorithmic Ways of Seeing: Using Object Detection to Facilitate Art Exploration
Louie Søs Meyer, Johanne Engel Aaen, Anitamalina Regitse Tranberg +4
This Research through Design paper explores how object detection may be applied to a large digital art museum collection to facilitate new ways of encountering and experiencing art…
Machine Learning Processes as Sources of Ambiguity: Insights from AI Art
Christian Sivertsen, Guido Salimbeni, Anders Sundnes Løvlie +2
Ongoing efforts to turn Machine Learning (ML) into a design material have encountered limited success. This paper examines the burgeoning area of AI art to understand how artists i…