Cargando…
Loss-Based Attention for Interpreting Image-Level Prediction of Convolutional Neural Networks
Although deep neural networks have achieved great success on numerous large-scale tasks, poor interpretability is still a notorious obstacle for practical applications. In this paper, we propose a novel and general attention mechanism, loss-based attention, upon which we modify deep neural networks...
| Autores principales: | , , , , , , |
|---|---|
| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
2021
|
| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9531187/ https://www.ncbi.nlm.nih.gov/pubmed/33382655 http://dx.doi.org/10.1109/TIP.2020.3046875 |