Teacher Agent: A Knowledge Distillation-Free Framework for Rehearsal-based Video Incremental Learning

Shengqin Jiang, Yaoyu Fang, Haokui Zhang +4

Rehearsal-based video incremental learning often employs knowledge distillation to mitigate catastrophic forgetting of previously learned data. However, this method faces two major…