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arXiv:2205.15902 , title =

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cs.LG 1

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2026 1

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Fast and Slow Variational Continual Learning

cs.LG · 2026-06-22 · unverdicted · novelty 4.0

CoVON merges past posteriors for slow adaptation within the VCL framework and applies IVON for fast updates, claiming consistent gains over prior VCL methods and weight-regularization baselines in domain-incremental, pre-training, and LLM fine-tuning tasks.

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  • Fast and Slow Variational Continual Learning cs.LG · 2026-06-22 · unverdicted · none · ref 62

    CoVON merges past posteriors for slow adaptation within the VCL framework and applies IVON for fast updates, claiming consistent gains over prior VCL methods and weight-regularization baselines in domain-incremental, pre-training, and LLM fine-tuning tasks.