Author

Guoming Wang

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Preprint Aug 2026

AWARe: Mitigating Catastrophic Forgetting via Activation-Weighted Adaptive REtention

Activation-Weighted Adaptive REtention (AWARe) is a fine-tuning method that mitigates catastrophic forgetting by dynamically controlling parameter updates based on activation patterns, and operates without modifying model architectures, ensuring compatibility with existing inference engines.

Jun-Yong Liao, Jinfan Lv, Guoming Wang et al. · 0 citations