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arXiv research

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1 result for “cliff-learning”

Cliff-Learningcs.LG

Study shows cliff-learning in transfer learning from foundation models.

problem Data-scaling of transfer learning from foundation models in low data regimes.

method Investigation of cliff-learning phenomenon through foundation-model analysis and toy models.

result Cliff-learning reflects compatibility between priors and tasks.

transfer learning foundation models cliff-learning data-scaling low-downstream-data

2023-02-14abs ↗pdf ↗