Uncertainty-aware Cross-Entropy for Semantic Segmentation
Deep neural networks have shown exceptional performance in various tasks, but their lack of robustness, reliability, and tendency to be overconfident pose challenges for their deployment in safety-critical applications like autonomous driving. In this regard, quantifying the uncertainty inherent to...
| Үндсэн зохиолчид: | , , , |
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| Формат: | Өгүүллэг |
| Хэл сонгох: | English |
| Хэвлэсэн: |
Copernicus Publications
2024-06-01
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| Цуврал: | ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences |
| Онлайн хандалт: | https://isprs-annals.copernicus.org/articles/X-2-2024/129/2024/isprs-annals-X-2-2024-129-2024.pdf |