Building a Benchmark for Human-Level Concept Learning and Reasoning – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-03-27T16:00:00Z http://www.open-lab.net/blog/feed/ Weili Nie <![CDATA[Building a Benchmark for Human-Level Concept Learning and Reasoning]]> http://www.open-lab.net/blog/?p=22299 2025-01-09T20:50:58Z 2020-11-17T22:31:00Z Humans have an inherent ability to learn novel concepts from only a few samples and generalize these concepts to different situations. Even though today��s...]]> Humans have an inherent ability to learn novel concepts from only a few samples and generalize these concepts to different situations. Even though today��s...

Humans have an inherent ability to learn novel concepts from only a few samples and generalize these concepts to different situations. Even though today��s machine learning models excel with an abundance of training data on standard recognition tasks, a considerable gap exists between machine-level pattern recognition and human-level concept learning. Over 50 years ago, M. M. Bongard��

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