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Methods for identifying emergent concepts in deep neural networks
The present perspective discusses methods to detect concepts in internal representations (hidden layers) of deep neural networks (DNNs), such as network dissection, feature visualization, and testing with concept activation vectors (TCAV). I argue that these methods provide evidence that DNNs are ab...
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Elsevier
2023
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10318355/ https://www.ncbi.nlm.nih.gov/pubmed/37409048 http://dx.doi.org/10.1016/j.patter.2023.100761 |