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cs.CV2024
I Spy With My Little Eye: A Minimum Cost Multicut Investigation of Dataset Frames
Katharina Prasse, Isaac Bravo, Stefanie Walter +1
Visual framing analysis is a key method in social sciences for determining common themes and concepts in a given discourse. To reduce manual effort, image clustering can significan…
cs.CV2024
DCBM: Data-Efficient Visual Concept Bottleneck Models
Katharina Prasse, Patrick Knab, Sascha Marton +2
Concept Bottleneck Models (CBMs) enhance the interpretability of neural networks by basing predictions on human-understandable concepts. However, current CBMs typically rely on con…