Sparse autoencoders can induce local geometry to mitigate catastrophic forgetting.
Read the original at arxiv.org→arXiv:2610.22439v1 Announce Type: new Abstract: Catastrophic forgetting remains a challenge in supervised continual learning, as adapting to new tasks causes representation drift and loss of previously learned...
Original headline: "Sparse Autoencoders Can Induce Local Geometry for Mitigating Catastrophic Forgetting"
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- Oct 19, 04:00 UTC arXiv cs.LG lead source Sparse Autoencoders Can Induce Local Geometry for Mitigating Catastrophic Forgetting