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Critical Analysis of Deconfounded Pretraining to Improve Visio-Linguistic Models
An important problem with many current visio-linguistic models is that they often depend on spurious correlations. A typical example of a spurious correlation between two variables is one that is due to a third variable causing both (a “confounder”). Recent work has addressed this by adjusting for s...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Frontiers Media S.A.
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8993511/ https://www.ncbi.nlm.nih.gov/pubmed/35402901 http://dx.doi.org/10.3389/frai.2022.736791 |