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Jiao Chen, Jiayi He, Jianhua Tang, Weihua Li, Zihang Yin · 2025

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cs.LG 1

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2025 1

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CONDITIONAL 1

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Forward-Only Continual Learning

cs.LG · 2025-09-01 · conditional · novelty 6.0

FoRo achieves strong continual learning accuracy and low forgetting on CIFAR-100, ImageNet-R, and CUB-200 using only forward updates, via CMA-ES prompt tuning and a recursive knowledge encoding matrix.

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  • Forward-Only Continual Learning cs.LG · 2025-09-01 · conditional · none · ref 6

    FoRo achieves strong continual learning accuracy and low forgetting on CIFAR-100, ImageNet-R, and CUB-200 using only forward updates, via CMA-ES prompt tuning and a recursive knowledge encoding matrix.