14 citations · 34 across the 8 of their papers we have counts for
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cs.LG2024
CoLa-DCE -- Concept-guided Latent Diffusion Counterfactual Explanations
Franz Motzkus, Christian Hellert, Ute Schmid
Recent advancements in generative AI have introduced novel prospects and practical implementations. Especially diffusion models show their strength in generating diverse and, at th…
cs.LG2022★ 14 cited
Knowledge Augmented Machine Learning with Applications in Autonomous Driving: A Survey
Julian Wörmann, Daniel Bogdoll, Christian Brunner +49
The availability of representative datasets is an essential prerequisite for many successful artificial intelligence and machine learning models. However, in real life applications…