The One-Shot Generalization Paradox: Why Generative AI Struggles With New Information | HackerNoonGenerative 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 | HackerNoonThe proposed equivariant network demonstrates strong generalization abilities for one-shot learning, effectively classifying unseen shapes.