Zahavy, Tom, Nir Ben-Zrihem, and Shie Mannor. "Graying the black box: Understanding DQNs." International Conference on Machine Learning. 2016. 这篇论文想要做QDN的可解释性.主要是用了t-SNE的可视化和Saliency maps. 然后他们提出了SAMDP(Semi Aggregated Markov Decision Process)模型.…

http://colah.github.io/posts/2014-07-Understanding-Convolutions/ Posted on July 13, 2014 neural networks, convolutional neural networks, convolution, math, probability In a previous post, we built up an understanding of convolutional neural networks,…

Adit Deshpande CS Undergrad at UCLA ('19) Blog About A Beginner's Guide To Understanding Convolutional Neural Networks Part 2 Introduction Link to Part 1 In this post, we’ll go into a lot more of the specifics of ConvNets. Disclaimer: Now, I do reali…

Adit Deshpande CS Undergrad at UCLA ('19) Blog About The 9 Deep Learning Papers You Need To Know About (Understanding CNNs Part 3) Introduction Link to Part 1Link to Part 2 In this post, we’ll go into summarizing a lot of the new and important develo…

R2RT   Written Memories: Understanding, Deriving and Extending the LSTM Tue 26 July 2016 When I was first introduced to Long Short-Term Memory networks (LSTMs), it was hard to look past their complexity. I didn’t understand why they were designed the…

Understanding Convolutions In a previous post, we built up an understanding of convolutional neural networks, without referring to any significant mathematics. To go further, however, we need to understand convolutions. If we just wanted to understan…

Understanding and configuring the physical connections of a host in a CloudStack deployment can at first be very confusing. While Software Defined Networking (SDN) is set to greatly simplify some aspects, its integration within CloudStack is not full…

昨天把程序IIS6迁移到IIS7,出现异常 解决办法:文件夹选项权限增加IIS_IUSER 资料来源: http://www.iis.net/learn/get-started/planning-for-security/understanding-built-in-user-and-group-accounts-in-iis Introduction In earlier versions of IIS, a local account called IUSR_MachineName is c…

Understanding and Using HRMS Security in Oracle HRMS Product:Oracle Human Resources Minimum Version:11.5.9 An Oracle White Paper Abstract Understanding and Using HRMS Security in Oracle HRMS Document History Author : Steve Cooper Create Date : 04-OCT…

论文原址:https://arxiv.org/pdf/1902.09630.pdf github:https://github.com/generalized-iou 摘要 在目标检测的评测体系中,IoU是最流行的评价准则.然而,在对边界框的参数进行优化时,常用到距离损失,而按照IOU的标准则是取其最大值,二者之间是有一定差别的.对一个标准进行优化的目标函数是其标准本身.比如,对于2D的坐标对齐的边界框,可以直接使用IoU作为回归损失.然而,该方法存在一个弊端,就是当两个边界框不发生重叠时,Io…