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Nov, 2022
NCTV: 神经网络校准的神经夹具工具包和可视化
NCTV: Neural Clamping Toolkit and Visualization for Neural Network Calibration
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Lei Hsiung, Yung-Chen Tang, Pin-Yu Chen, Tsung-Yi Ho
TL;DR
本文介绍了第一个开源工具包：神经夹具工具包，旨在帮助开发人员使用最先进的模型不可知校准模型。我们还提供了动画和交互式部分以熟悉神经网络中的校准，并介绍了使用我们的工具包的Colab教程。
Abstract
With the advancement of
deep learning
technology,
neural networks
have demonstrated their excellent ability to provide accurate predictions in many tasks. However, a lack of consideration for neural network
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