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`Less Than One'-Shot Learning: Learning N Classes From M < N Samples

Research article (Proceedings of the AAAI Conference on Artificial Intelligence, 2021) · cited 14× · AI/ML
academia openalex:W4294969213
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`Less Than One'-Shot Learning: Learning N Classes From M < N Samples

Summary

Less Than One'-Shot Learning: Learning N Classes From M &lt; N Samples is a scholarly article<sup id="cite-A2" class="cite-ref" title="Less Than One'-Shot Learning: Learning N Classes From M < N Samples is an instance of scholarly article (scholarly article) [P31, primary]">[1].

Key Facts

  • Less Than One'-Shot Learning: Learning N Classes From M &lt; N Samples's instance of is recorded as scholarly article<sup id="cite-C1" class="cite-ref" title="Less Than One'-Shot Learning: Learning N Classes From M < N Samples — instance of (P31): scholarly article">[2].

References

Programmatic citations — every numbered marker resolves to a verifiable graph row below.

Direct Wikidata claims

  1. [2] ↑ . wikidata.org.

Class ancestry

  1. [1] ↑ . Wikidata. wikidata.org.

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APA 4ort.xyz Knowledge Graph. (2026). `Less Than One'-Shot Learning: Learning N Classes From M &lt; N Samples. Retrieved May 24, 2026, from https://4ort.xyz/entity/less-than-one-shot-learning-learning-n-classes-from-m-lt-n-samples
MLA “`Less Than One'-Shot Learning: Learning N Classes From M &lt; N Samples.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/less-than-one-shot-learning-learning-n-classes-from-m-lt-n-samples.
BibTeX @misc{4ortxyz_less-than-one-shot-learning-learning-n-classes-from-m-lt-n-samples_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{`Less Than One'-Shot Learning: Learning N Classes From M &lt; N Samples}}, year = {2026}, url = {https://4ort.xyz/entity/less-than-one-shot-learning-learning-n-classes-from-m-lt-n-samples}, note = {Accessed: 2026-05-24}}
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