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Balancing Stability and Plasticity in Sequentially Trained Early-Exiting Neural Networks

arXiv cs.LG · 3d ago Cached

The paper addresses catastrophic forgetting in sequentially trained early-exiting neural networks and proposes two methods based on Elastic Weight Consolidation and Learning without Forgetting to preserve earlier exit performance while adding new ones.

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