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Reviewing Evolution of Learning Functions and Semantic Information Measures for Understanding Deep Learning
A new trend in deep learning, represented by Mutual Information Neural Estimation (MINE) and Information Noise Contrast Estimation (InfoNCE), is emerging. In this trend, similarity functions and Estimated Mutual Information (EMI) are used as learning and objective functions. Coincidentally, EMI is e...
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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MDPI
2023
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10217299/ https://www.ncbi.nlm.nih.gov/pubmed/37238557 http://dx.doi.org/10.3390/e25050802 |