48 citations · 97 across the 6 of their papers we have counts for
6 papers
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…
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…
Exploring diversity perceptions in a community through a Q&A chatbot
Peter Kun, Amalia De Götzen, Miriam Bidoglia +2
While diversity has become a debated issue in design, very little research exists on positive use-cases for diversity beyond scholarly criticism. The current work addresses this ga…
Fooling Contrastive Language-Image Pre-trained Models with CLIPMasterPrints
Matthias Freiberger, Peter Kun, Christian Igel +2
Models leveraging both visual and textual data such as Contrastive Language-Image Pre-training (CLIP), are the backbone of many recent advances in artificial intelligence. In this…
Complex Daily Activities, Country-Level Diversity, and Smartphone Sensing: A Study in Denmark, Italy, Mongolia, Paraguay, and UK
Karim Assi, Lakmal Meegahapola, William Droz +19
Smartphones enable understanding human behavior with activity recognition to support people's daily lives. Prior studies focused on using inertial sensors to detect simple activiti…
Generalization and Personalization of Mobile Sensing-Based Mood Inference Models: An Analysis of College Students in Eight Countries
Lakmal Meegahapola, William Droz, Peter Kun +24
Mood inference with mobile sensing data has been studied in ubicomp literature over the last decade. This inference enables context-aware and personalized user experiences in gener…