FIRE: Frobenius-Isometry Reinitialization for Balancing the Stability–Plasticity Tradeoff

ICLROral2026

Authors: Isaac Han, Sangyeon Park, Seungwon Oh, Donghu Kim, Hojoon Lee, KyungJoong Kim
Affiliation: Gwangju Institute of Science and Technology
Venue: ICLR 2026
Track: Oral

TL;DR

We present FIRE, a principled reinitialization approach that balances stability and plasticity through constrained optimization.

Opening excerpt from the authors’ abstract. source

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Topics

optimization

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