Learning a Condensed Frame for Memory-Efficient Video Class-Incremental Learning

Neural Information Processing Systems 

Recent incremental learning for action recognition usually stores representative videos to mitigate catastrophic forgetting. However, only a few bulky videos can be stored due to the limited memory.

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