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洞見 - Uncertainty Estimation in Deep Neural Networks
SURE: Survey Recipes for Building Reliable and Robust Deep Networks
다양한 기술을 통합하여 안정적이고 신뢰할 수 있는 딥 네트워크를 구축하는 방법
SURE: Survey Recipes for Building Reliable and Robust Deep Networks
統合されたアプローチを使用して、深層ニューラルネットワーク内の不確実性推定を向上させることが重要です。
SURE: Survey Recipes for Building Reliable and Robust Deep Networks
The author presents the SURE approach, integrating various techniques to enhance uncertainty predictions in deep neural networks, resulting in superior performance across different datasets and model architectures.