Functionally Invariant Path Algorithm: Empowering Neural Networks to Retain Knowledge and Adapt to New Data
by Neural networks have demonstrated impressive capabilities in learning specific tasks, such as recognizing handwritten digits. However, these models often face the challenge of catastrophic forgetting …