Online Class-Incremental Continual Learning with Adversarial Shapley Value
Research paper
LG AI Research presented a paper at AAAI-21 introducing the Adversarial Shapley Value Experience Replay (ASER) algorithm for online class-incremental continual learning, which uses K-Nearest Neighbor Shapley value for data selection to mitigate catastrophic forgetting.
