recommendation convolutional networks hamming
CNN -- Simple Residual Network
Smiling & Weeping 我爱你，从这里一直到月亮，再绕回来 说明： 1.要解决的问题：梯度消失 2. 跳连接，H(x) = F(x)+x,张量维度必须一致，加完后再激活。不要做pooling，张量的维度会发生变化 1 # 先是1个卷积层(conv, maxpooling, relu)，然 ......
avformat_network_init()解析备忘
基于ffmpeg-6.0. avformat_network_init()函数定义如下： int avformat_network_init(void) { #if CONFIG_NETWORK int ret; if ((ret = ff_network_init()) < 0) return r ......
DE-RRD: A Knowledge Distillation Framework for Recommender System
目录概DE-RRDDistillation Experts (DE)Relaxed Ranking Distillation (RRD)代码 Kang S., Hwang J., Kweon W. and Yu H. DE-RRD: A knowledge distillation framewor ......
[IJCAI 2023]Preventing Attacks in Interbank Credit Rating with Selective-aware Graph Neural Network
[IJCAI 2023]Preventing Attacks in Interbank Credit Rating with Selective-aware Graph Neural Network 问题 文章研究的是对银行间信用评价的攻击的预防。点是银行，边是银行间的借贷关系。 攻击方式有特征攻击 ......
Topology Distillation for Recommender System
目录概Topology DistillationFull Topology Distillation (FTD)Hierarchical Topology Distillation (HTD)代码 Kang S., Hwang J., Kweon W. and Yu H. Topology dist ......
currently, chromedriver 114.0.5735.90 is recommended for chrome 114.*, so it is advised to delete the driver in PATH and retry
报错原因是驱动和浏览器不匹配 解决办法 1.下载低版本的谷歌浏览器 本次使用的是114 下载地址： https://downzen.com/en/windows/google-chrome/download/11405735199/ 2.下载谷歌浏览器的插件 https://registry.npm ......
Cannot initiate the connection to cn.archive.ubuntu.com:80 (2403:2c80:5::6). - connect (101: Network is unreachable)
版本：ubuntu 22.04 Cannot initiate the connection to cn.archive.ubuntu.com:80 (2403:2c80:5::6). - connect (101: Network is unreachable) 嗯，被墙了。找到 /etc/apt ......
Collaborative Distillation for Top-N Recommendation
目录概符号说明Collaborative distillation (CD) Lee J., Choi M., Lee J. and Shim H. Collaborative distillation for top-N recommendation. ICDM, 2019. 概 Ranking- ......
Linux namespace之：network namespace
Linux namespace系列文章 理解network namespace network namespace用来隔离网络环境，在network namespace中，网络设备、端口、套接字、网络协议栈、路由表、防火墙规则等都是独立的。 因network namespace中具有独立的网络协议栈 ......
可分离卷积(Separable Convolution)等价转换为传统卷积(Ordinary convolution)的方法,(等价转换，即最终处理效果一致)
写在前面： 可分离卷积提出的原因 卷积神经网络在图像处理中的地位已然毋庸置疑。卷积运算具备强大的特征提取能力、相比全连接又消耗更少的参数，应用在图像这样的二维结构数据中有着先天优势。然而受限于目前移动端设备硬件条件，显著降低神经网络的运算量依旧是网络结构优化的目标之一。本文所述的Separable ......
Ranking Distillation: Learning Compact Ranking Models With High Performance for Recommender System
目录概符号说明Ranking Distillation代码 Tang J. and Wang K. Ranking Distillation: Learning compact ranking models with high performance for recommender system. ......
[IJCAI 2023]Fighting against Organized Fraudsters Using Risk Diffusion-based Parallel Graph Neural Network
[IJCAI 2023]Fighting against Organized Fraudsters Using Risk Diffusion-based Parallel Graph Neural Network 文章设计了一种基于社区的医疗保险欺诈行为检测。 模型 为了提高精度，模型设计了一组异构 ......
yarn 出现 【 info There appears to be trouble with your network connection. Retrying... 】超时问题解决
第一种解决方案 # 调整为taobao镜像源 yarn config set registry https://registry.npm.taobao.org 我用了没用，可以试试 第二种解决方案 要在项目根目录下创建后缀名为 .yarnrc 的文件，并设置 network-timeout 的值为 ......
Sensor Network
题目描述 A wireless sensor network consists of autonomous sensors scattered in an environment where they monitor conditions such as temperature, sound, an ......
Learning Heterogeneous Temporal Patterns of User Preference for Timely Recommendation
目录概符号说明TimelyRecMulti-aspect Time Encoder (MATE)Time-aware History Encoder (TAHE)Prediction代码 Cho J., Hyun D., Kang S. and Yu H. Learning heterogeneou ......
Attention Mixtures for Time-Aware Sequential Recommendation
目录概符号说明MOJITO代码 Tran V., Salha-Galvan G., Sguerra B. and Hennequin R. Attention mixtures for time-aware sequential recommendation. SIGIR, 2023. 概 本文希望 ......
docker network
docker network 常用命令 docker network ls 查看所有的网络模式 docker network create 创建网络模式 docker network rm 删除网络模式 docker network inspect xxx 查看网络模式的信息 网络模式 bridge ......
VERY DEEP CONVOLUTIONAL NETWORKS FOR LARGE
（VGG）VERY DEEP CONVOLUTIONAL NETWORKS FOR LARGE-SCALE IMAGE RECOGNITION 阅读笔记（22.10.05） 摘要：本文研究在大规模图像识别设置中卷积网络深度对其准确性的影响。主要贡献是对使用（3，3）卷积核的体系结构增加深度的网络进行 ......
VDSR-Accurate Image Super-Resolution Using Very Deep Convolutional Networks阅读笔记
Accurate Image Super-Resolution Using Very Deep Convolutional Networks（VDSR）阅读笔记（22.10.07）使用深度卷积网络的精确图像超分辨率 摘要：使用一个非常深的卷积神经网络，灵感来源于VGG-Net。本文发现，网络深度增加 ......
web DevOps / qemu / kvm nat / kvm network / danei network
s [root@euler share]# rpm -qa | grep openssh # 查看ssh openssh-8.8p1-21.oe2203sp2.x86_64 openssh-server-8.8p1-21.oe2203sp2.x86_64 openssh-clients-8.8p1- ......
hugepages_settings.sh-Shell Script to Calculate Values Recommended Linux HugePages-HugeTLB Configuration_DocID401749.1
Oracle Linux-Shell Script to Calculate Values Recommended Linux HugePages-HugeTLB Configuration_DocID401749.1 ######################################## ......
linux报错“Failed to start LSB: Bring up/down networking.”
1 简介 虚拟机安装CentOs7完成后，配置静态网络，重启网络失败 执行ststemctl status network.service 发现报错：Failed to start LSB: Bring up/down networking 2 原因 由于centos7中没有70-persisten ......
PSR是什么？PHP Standards Recommendations
PHP Standards Recommendations 官网：https://www.php-fig.org/psr/ PSR 是 PHP Standard Recommendations 的简写，由 PHP FIG 组织制定的 PHP 规范，是 PHP 开发的实践标准。 PHP FIG,FIG ......
Recommendation as Instruction Following: A Large Language Model Empowered Recommendation Approach
原文地址：https://arxiv.org/abs/2305.07001 本文作者将用户偏好、意图等构建为指令，并用这些指令调优一个LLM（3B Flan-T5-XL），该方法对用户友好，用户可以与系统交流获取更准确的推荐。 ## INTRODUCTION LLM是建立在自然语言文本上的，它不能直 ......
How Expressive are Graph Neural Networks in Recommendation
[TOC] > [Cai X., Xia L., Ren X. and Huang C. How expressive are graph neural networks in recommendation? CIKM, 2023.](http://arxiv.org/abs/2308.11127) ......
Proj CDeepFuzz Paper Reading: Testing Deep Neural Networks
## Abstract 本文:DeepCover Github: https://github.com/TrustAI/DeepCover Task: propose 4 novel test criteria to test DNNs Method: inspired by MC/DC cover ......
[network] netcat install in windows os
# Netcat Install in Windows OS + Netcat is a simple `Unix` tool. it uses `UDP` , `TCP` Protocol. > Netcat 是一个可靠的容易被其他程序所启用的后台操作工具，同时它也被用作**网络的测试工具**或* ......
Proj CDeepFuzz Paper Reading: SparseProp: Efficient Sparse Backpropagation for Faster Training of Neural Networks
## Abstract 本文：SparseProp Github: https://github.com/IST-DASLab/sparseprop Task: a back-propagation algo for sparse training data, a fast vectorized i ......
Spikformer: When Spiking Neural Network Meets Transformer
郑重声明：原文参见标题，如有侵权，请联系作者，将会撤销发布！ Published as a conference paper at ICLR 2023（同大组工作） ABSTRACT 我们考虑了两种生物学合理的结构，脉冲神经网络（SNN）和自注意机制。前者为深度学习提供了一种节能且事件驱动的范式，而 ......
Proj CDeepFuzz Paper Reading: Decompiling x86 Deep Neural Network Executables
## Abstract 本文: BTD github: https://github.com/monkbai/DNN-decompiler/ Task: a decompiler for DNN models to output DNN specifications including: opera ......