121 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Continental (Germany)DE2 papers
- Martin Luther University Halle-WittenbergDE2 papers
- University of California, BerkeleyUS2 papers
- University of TwenteNL2 papers
- Art Institute of SeattleUS1 paper
- California College of the ArtsUS1 paper
- Chemnitz University of TechnologyDE1 paper
- Hochschule BielefeldDE1 paper
- Karlsruhe Institute of TechnologyDE1 paper
- Klinik und Poliklinik für Hals-, Nasen-, OhrenheilkundeDE1 paper
- Lancaster UniversityGB1 paper
- Lohmann (Germany)DE1 paper
3 papers · 1 filter
Local Concept Embeddings for Analysis of Concept Distributions in Vision DNN Feature Spaces
Georgii Mikriukov, Gesina Schwalbe, Korinna Bade
Insights into the learned latent representations are imperative for verifying deep neural networks (DNNs) in critical computer vision (CV) tasks. Therefore, state-of-the-art superv…
Evaluating the Stability of Semantic Concept Representations in CNNs for Robust Explainability
Georgii Mikriukov, Gesina Schwalbe, Christian Hellert +1
Analysis of how semantic concepts are represented within Convolutional Neural Networks (CNNs) is a widely used approach in Explainable Artificial Intelligence (XAI) for interpretin…
The Entoptic Field Camera as Metaphor-Driven Research-through-Design with AI Technologies
Jesse Josua Benjamin, Heidi Biggs, Arne Berger +5
Artificial intelligence (AI) technologies are widely deployed in smartphone photography; and prompt-based image synthesis models have rapidly become commonplace. In this paper, we…