Reliable Replay through Spatial Coherence in Online Continual Learning
Continually adapting models to new tasks requires retaining earlier knowledge under limited memory and computation. Experience replay addresses this challenge, but priorities based on individual loss increases overlook how related memories respond to the same update and can overemphasize isolated responses. We introduc...
Hai-Xiang Sun, Jie-Fu Zhang, Yi He et al.
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