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Institute of Information Engineering, Chinese Academy of Sciences
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Repurposing adversarial perturbations can significantly enhance continual learning, reducing forgetting and improving task transfer in large language models.
Token merging can be fast: MaMe accelerates ViTs by up to 2x and Stable Diffusion v2.1 by 31% using only GPU-friendly matrix operations, outperforming prior methods.