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Table 3 Summary of knowledge sharing methods

From: A survey on data‐efficient algorithms in big data era

Knowledge sharing methods References
Transfer learning [185,186,187,188,189, 193,194,195,196, 198]
Multi-Task learning [201, 203,204,205,206,207,208,209]
Lifelong learning [219, 220, 224,225,226,227,228,229,230]
[232,233,234]
Meta learning [258, 264],[266, 268, 271273]
Few-shot learning [246,247,248,249,250,251,252,253]