#one-shot-learning

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The One-Shot Generalization Paradox: Why Generative AI Struggles With New Information | HackerNoon

Generative AI excels at generating human-like text but struggles with one-shot learning, highlighting a key limitation in its adaptability to new information.

One-Shot Generalization and Open-Set Classification | HackerNoon

The proposed equivariant network demonstrates strong generalization abilities for one-shot learning, effectively classifying unseen shapes.
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