GCC discovers multiple concept-specific neuron circuits per query by combining first-order ablation sensitivity with top-k activation overlap.
Understanding the role of individual units in a deep neural network.Proceedings of the National Academy of Sciences, 2020
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.CV 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
Granular Concept Circuits: Toward a Fine-Grained Circuit Discovery for Concept Representations
GCC discovers multiple concept-specific neuron circuits per query by combining first-order ablation sensitivity with top-k activation overlap.