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Recognition awareness: adding awareness to pattern recognition using latent cognizance
This study investigates an application of a new probabilistic interpretation of a softmax output to Open-Set Recognition (OSR). Softmax is a mechanism wildly used in classification and object recognition. However, a softmax mechanism forces a model to operate under a closed-set paradigm, i.e., to pr...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Elsevier
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9010638/ https://www.ncbi.nlm.nih.gov/pubmed/35434402 http://dx.doi.org/10.1016/j.heliyon.2022.e09240 |