321 citations · 420 across the 20 of their papers we have counts for
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cs.AI2026
Weakly supervised concept Bottleneck Learning for Robust Two stage Object centric visual reasoning
Sparsh Tiwari, Gesina Schwalbe, Bettina Finzel
Two-stage neuro-symbolic architectures provide an elegant paradigm for visual problem solving by cleanly separating connectionist perception of predefined symbols from possibly lat…
cs.AI2023★ 13 cited
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…