Mitigating Forgetting in Continual Learning with Selective Gradient Projection

Anika Singh, Aayush Dhaulakhandi, Varun Chopade +3

As neural networks are increasingly deployed in dynamic environments, they face the challenge of catastrophic forgetting, the tendency to overwrite previously learned knowledge whe…