Cargando…
CX-ToM: Counterfactual explanations with theory-of-mind for enhancing human trust in image recognition models
We propose CX-ToM, short for counterfactual explanations with theory-of-mind, a new explainable AI (XAI) framework for explaining decisions made by a deep convolutional neural network (CNN). In contrast to the current methods in XAI that generate explanations as a single shot response, we pose expla...
| Autores principales: | , , , , , , , |
|---|---|
| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Elsevier
2021
|
| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8753121/ https://www.ncbi.nlm.nih.gov/pubmed/35036861 http://dx.doi.org/10.1016/j.isci.2021.103581 |