From: Yoshua Bengio

Problem: time series forecasting.

Supplementary knowledge:

1. what is meta-learning:

https://www.zhihu.com/question/264595128

2. what is zero-shot learning:

ZSL就是希望我们的模型能够对其从没见过的类别进行分类,让机器具有推理能力,实现真正的智能。其中零次(Zero-shot)是指对于要分类的类别对象,一次也不学习。

https://zhuanlan.zhihu.com/p/34656727

PP: Meta-learning framework with applications to zero-shot time-series forecasting的更多相关文章

  1. PP: Shape and time distortion loss for training deep time series forecasting models

    Problem: time series forecasting Challenge: forecasting for non-stationary signals and multiple futu ...

  2. ML.NET is an open source and cross-platform machine learning framework

    https://www.microsoft.com/net/learn/apps/machine-learning-and-ai/ml-dotnet Machine Learning made for ...

  3. Summary on deep learning framework --- Theano && Lasagne

     Summary on deep learning framework --- Theano && Lasagne 2017-03-23 1. theano.function outp ...

  4. (转)Paper list of Meta Learning/ Learning to Learn/ One Shot Learning/ Lifelong Learning

    Meta Learning/ Learning to Learn/ One Shot Learning/ Lifelong Learning 2018-08-03 19:16:56 本文转自:http ...

  5. Federated Machine Learning: Concept and Applications

    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! Qiang Yang, Yang Liu, Tianjian Chen, and Yongxin Tong. 2019. Federate ...

  6. 论文笔记之:Co-saliency Detection via A Self-paced Multiple-instance Learning Framework

    Co-saliency Detection via A Self-paced Multiple-instance Learning Framework  T-PAMI  2016  摘要:Co-sal ...

  7. Getting Started with Zend Framework MVC Applications

    Getting Started with Zend Framework MVC Applications This tutorial is intended to give an introducti ...

  8. Summary on deep learning framework --- PyTorch

    Summary on deep learning framework --- PyTorch  Updated on 2018-07-22 21:25:42  import osos.environ[ ...

  9. Summary on deep learning framework --- TensorFlow

     Summary on deep learning framework --- TensorFlow Updated on 2018-07-22 21:28:11 1. Check failed: s ...

随机推荐

  1. vue 信使 ------fetch、axios

    fetch 1.什么是fetch 相当于promise 必须写两个then 第一个then返回状态码 返回成json格式 第二个then返回json数据 2.使用方法 $ npm install fe ...

  2. jmeter与jdk的安装

    1.第一步:下载jdk的安装包 下载链接: http://www.oracle.com/technetwork/java/javase/downloads/jdk8-downloads-2133151 ...

  3. Lua类的继承 参考实现

    参考url: https://blog.codingnow.com/cloud/LuaOO 最近在思考lua类的继承实现 ,参考了云风的类实现,感觉他的更像是接口写法.于是尝试用自己的方式重写了类实例 ...

  4. centos容器yum安装JDK环境

    1.yum命令安装jdk 选择版本安装 -openjdk java--openjdk-devel 或者如下命令,安装jdk1.8.0的所有文件 -openjdk*yum install -y java ...

  5. JS实现斐波那契数列的几种方法

    斐波那契数列指的是这样一个数列:1.1.2.3.5.8.13.21.34.…… 前两项为1,从第三项起,每一项等于前两项的和,即F(1)=1,F(2)=1, F(n)=F(n-1)+F(n-2)(n& ...

  6. 普通版js运动框架

    //获取样式 function getStyle(obj){ if(obj.currentStyle){ return obj.currentStyle[attr]; }else{ return ge ...

  7. pikachu-服务器端请求伪造SSRF(Server-Side Request Forgery)

    一.SSRF概述(部分内容来自pikachu平台) SSRF(Server-Side Request Forgery:服务器端请求伪造),其形成的原因大都是由于服务端提供了从其他服务器应用获取数据的功 ...

  8. C# 8.0 新特性之二:接口默认实现

    ​      在C#8.0中,针对接口引入了一项新特性,就是可以指定默认实现,方便对已有实现进行扩展,也对面向Android和Swift的Api进行互操作提供了可能性.下面我们来看看该特性的的概念.规 ...

  9. c#---Socean.Rpc之EasyProxy

    目录 1.高性能RPC框架:Socean.RPC 2.Socean.RPC框架实测 3.Socean.Rpc之EasyProxy 简介 这几天给Socean.RPC加上了动态代理,简称EasyProx ...

  10. 邓 【PHP大全】

    获取对应的时间戳(只保存月底的时间戳) function getTimeDate($timeType, $time, $count) { switch ($timeType) { case 'MONT ...