Knob: A Physics-Inspired Gating Interface for Interpretable and Controllable Neural Dynamics

Siyu Jiang, Sanshuai Cui, Hui Zeng

Existing neural network calibration methods often treat calibration as a static, post-hoc optimization task. However, this neglects the dynamic and temporal nature of real-world in…