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one-shot algorithm

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If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

Figure 1: (left) Interpolating between the binary and one-shot algorithm with γ

Neural Information Processing SystemsAug-15-2025, 18:40:25 GMT

Figures viewed best with zoom. MNIST [3] while SupSup achieves 94.91% accuracy after 250 permutations (see Table 5 in [3] vs. Table 7 in our work). Prior work is concise and clear . The most similar approach to SupSup is [4] and they are limited to scenario GG while requiring more storage. Thank you for highlighting the importance of transfer.

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Neural Information Processing Systems

Technology: Information Technology > Artificial Intelligence > Machine Learning (0.31)