Concept learning
http://www.semanlink.net/tag/concept_learning
Documents tagged with Concept learningNeural representational geometry underlies few-shot concept learning | PNAS
http://www.semanlink.net/doc/2022/10/neural_representational_geometr
2022-10-30T18:11:06ZCONCEPTUAL GROUNDING FOR TEXT REPRESENTATION LEARNING
http://www.semanlink.net/doc/2019/12/conceptual_grounding_for_text_r
- Text grounding
- Enhancing text representation with knowledge resources
- Learning Multi-Modal Word
Representation Grounded in
Visual Context
2019-12-03T10:53:50ZHuman-level concept learning through probabilistic program induction (2015)
https://cims.nyu.edu/~brenden/LakeEtAl2015Science.pdf
> People learning new concepts can often generalize successfully from just a single example, yet machine learning algorithms typically require tens or hundreds of examples to perform with similar accuracy... We present a computational model that captures these human learning abilities for a large class of simple visual concepts: handwritten characters from the world’s alphabets
2018-01-04T14:56:17Z