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Mar, 2023
通过稀疏高斯过程校准Transformers
Calibrating Transformers via Sparse Gaussian Processes
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Wenlong Chen, Yingzhen Li
TL;DR
使用稀疏高斯过程关注机制的变压器模型在多个预测任务上实现了具有竞争力的预测准确性,并提高了内部标定和区外鲁棒性检测。
Abstract
transformer models
have achieved profound success in prediction tasks in a wide range of applications in natural language processing, speech recognition and computer vision. Extending Transformer's success to
safety-cri
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