Going Deeper with Convolutions

辉仔 2018-01-10 11:12
We propose a deep convolutional neural network architecture codenamed "Inception", which was responsible for setting the new state of the art for classification and detection in the ImageNet Large-Sca

Identity Mappings in Deep Residual Networks

jixiaohui 2018-01-10 12:10
Deep residual networks have emerged as a family of extremely deep architectures showing compelling accuracy and nice convergence behaviors. In this paper, we analyze the propagation formulations behin

Very Deep Convolutional Networks for Large-Scale Image Recognition

辉仔 2018-01-10 10:31
In this work we investigate the effect of the convolutional network depth on its accuracy in the large-scale image recognition setting. Our main contribution is a thorough evaluation of networks of in

MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications

jixiaohui 2018-01-10 14:52
We present a class of efficient models called MobileNets for mobile and embedded vision applications. MobileNets are based on a streamlined architecture that uses depth-wise separable convolutions to

Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

辉仔 2018-01-10 11:09
In recent years, supervised learning with convolutional networks (CNNs) has seen huge adoption in computer vision applications. Comparatively, unsupervised learning with CNNs has received less attenti

神经网络中的权重初始化一览:从基础到Kaiming

大数据文摘 2019-04-19 13:56
在进行各种小实验和思维训练时,你会逐步发现为什么在训练深度神经网络时,合适的权重初始化是如此重要。
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用IQ测试题研究测量神经网络的抽象推理能力

人工智能头条 2018-07-13 14:03
今天人工智能头条也为大家介绍一下DeepMind的这项最新研究:测量神经网络的抽象推理能力。

神经网络太好骗?清华团队如何做到打NIPS攻防赛得三项目冠军的

人工智能头条 2018-11-14 17:54
神经网络是傻子吗?张子豪带来他的解读
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华裔女性钱璐璐:用DNA开发人工智能神经网络,识别手写数字!

AI科技大本营 2018-07-23 15:41
这是经典机器学习测试的一次创新实验,它演示了如何将生物元素构建为计算机使用。
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深度学习入门必须理解这25个概念

TinyMind 2018-06-07 17:12
初学者必看~
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