Sparse Concept Anchoring for Interpretable and Controllable Neural Representations

Sandy Fraser, Patryk Wielopolski

We introduce Sparse Concept Anchoring, a method that biases latent space to position a targeted subset of concepts while allowing others to self-organize, using only minimal superv…