知识蒸馏-Born Again Neural Networks 知识蒸馏(KD)主要思想是将知识从一个教师模型迁移到另一个学生模型。一般来说,教师模型具有强大的能力和出色的表现,而学生模型则更为紧凑。通过知识迁移,人们希望从学生模型的紧凑性中受益,从而需要设计一个性能接近教师模型的紧凑模型。本文中作者从一个新的角度研究知识蒸馏:训练...
这篇论文提出了一种名为Born-Again Neural Networks(BAN)的模型,可以在不使用标签纠正的情况下,使得神经网络学习到达到同样的性能。BAN的贡献在于,它为传统神经网络的训练提出了一种全新的方法,可以在不使用标签纠正的情况下,使得神经网络能够达到同样的性能。此外,BAN还可以作为神经网络的一种改进方法,可以在不同的...
Surprisingly, these {Born-Again Networks (BANs), outperform their teachers significantly, both on computer vision and language modeling tasks. Our experiments with BANs based on DenseNets demonstrate state-of-the-art performance on the CIFAR-10 (3.5%) and CIFAR-100 (15.5%) datasets, by ...
Later on, he was elected as Representative of the Second District of Ilocos Norte from 1992 to 1995, and again from 2007 to 2010. In 2010, Marcos was elected as Senator of the Philippines under the Nacionalista Party.In 2015, Marcos ran for Vice President of the Philippines in the 2016 ...
Memory reconsolidation, the process by which memories are again stabilized after being reactivated, has strengthened the idea that memory stabilization is a highly plastic process. To date, the molecular and cellular bases of reconsolidation have been ex
(an important component of executive function) at 2 years of age. Functional connectivity within and between multiple neonatal brain networks can be modeled to estimate maternal IL-6 concentrations during pregnancy. Brain regions heavily weighted in these models overlap substantially with those supporting...
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He also introduced the notions of definable number and oracle (important in modern computer science), and was an early pioneer in the study of neural networks. For this work he is called the Father of Computer Science and Artificial Intelligence. Turing also worked in group theory, numerical ...
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To determine whether running also affected the quantal amplitude of PV and SST synapses we again used strontium replacement to record desynchonized optogenetically-evoked aIPSCs from control mice and runners. We found that access to running wheels had no effect on the average quantal amplitude of...