卷积核卷积网络拍案叫绝的相关内容

文章 2017-11-21 来自：开发者社区

变形卷积核、可分离卷积？卷积神经网络中10大拍案叫绝的操作

CNN从2012年的AlexNet发展至今，科学家们发明出各种各样的CNN模型，一个比一个深，一个比一个准确，一个比一个轻量。我下面会对近几年一些具有变革性的工作进行简单盘点，从这些充满革新性的工作中探讨日后的CNN变革方向。注：水平所限，下面的见解或许有偏差，望大牛指正。另外只介绍其中具有代表性的模型，一些著名的模型由于原理相同将不作介绍，若有遗漏也欢迎指出。 1. 卷积只能在同一组进行吗？....

文章 2017-10-24 来自：开发者社区

变形卷积核、可分离卷积？卷积神经网络中十大拍案叫绝的操作。

从2012年的AlexNet发展至今，科学家们发明出各种各样的CNN模型，一个比一个深，一个比一个准确，一个比一个轻量。我下面会对近几年一些具有变革性的工作进行简单盘点，从这些充满革新性的工作中探讨日后的CNN变革方向。注：水平所限，下面的见解或许有偏差，望大牛指正。另外只介绍其中具有代表性的模型，一些著名的模型由于原理相同将不作介绍，若有遗漏也欢迎指出。一、卷积只能在同一组进行吗？-- G....

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更新时间 2024-02-19 10:38:57

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