Normative loss landscape navigation: a trajectory-based approach to mitigating forgetting in incremental learning
Read the original at arxiv.org→arXiv:2609.35926v1 Announce Type: new Abstract: Continual learning models suffer from catastrophic forgetting when trained sequentially on non-stationary data distributions. Previously, this has been addressed...
Original headline: "Normative Loss Landscape Navigation: A Trajectory-Based Approach to Mitigating Forgetting in Incremental Learning"
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- Sep 30, 04:00 UTC arXiv cs.LG lead source Normative Loss Landscape Navigation: A Trajectory-Based Approach to Mitigating Forgetting in Incremental Learning