Deep learning for visual understanding: A review 视觉理解中的深度学习:回顾 ABSTRACT: Deep learning algorithms are a subset of the machine learning algorithms, which aim at discovering multiple levels of distributed representations. Recently, numerous deep learni…

https://www.sciencedirect.com/science/article/pii/S0924271618301291?dgcid=raven_sd_recommender_email 感觉SicenceDirect做的论文推荐类似于ResearchGate的文章推荐功能…

Applied Deep Learning Resources A collection of research articles, blog posts, slides and code snippets about deep learning in applied settings. Including trained models and simple methods that can be used out of the box. Mainly focusing on Convoluti…

最近在学深度学习相关的东西,在网上搜集到了一些不错的资料,现在汇总一下: Free Online Books  by Yoshua Bengio, Ian Goodfellow and Aaron Courville Neural Networks and Deep Learning42 by Michael Nielsen Deep Learning27 by Microsoft Research Deep Learning Tutorial23 by LISA lab, University…

##机器学习(Machine Learning)&深度学习(Deep Learning)资料(Chapter 2)---#####注:机器学习资料[篇目一](https://github.com/ty4z2008/Qix/blob/master/dl.md)共500条,[篇目二](https://github.com/ty4z2008/Qix/blob/master/dl2.md)开始更新------#####希望转载的朋友**一定要保留原文链接**,因为这个项目还在继续也在不定期更新．希望看到…

What's the most effective way to get started with deep learning?       29 Answers     Yoshua Bengio, My lab has been one of the three that started the deep learning approach, back in 2006, along with Hinton's... Answered Jan 20, 2016   Originally Ans…

Deep Learning in a Nutshell: Core Concepts This post is the first in a series I’ll be writing for Parallel Forall that aims to provide an intuitive and gentle introduction todeep learning. It covers the most important deep learning concepts and aims…

Deep-Learning-Papers-Reading-Roadmap: [1] LeCun, Yann, Yoshua Bengio, and Geoffrey Hinton. "Deep learning." (2015) (Three Giants' Survey) Review 机器学习在当下有很多应用:从网络搜索的内容过滤到电商的商品推荐,以及在手持设备相机和智能手机上的应用.机器学习系统用来做图像识别,语音转换,推送符合用户兴趣的内容.这些应用逐渐地开始不仅仅使用机器学习…

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…

A Review on Deep Learning Techniques Applied to Semantic Segmentation 2018-02-22  10:38:12   1. Introduction: 语义分割是计算机视觉当中非常重要的一个课题,其广泛的应用于各种类型的数据,如:2D image,video,and even 3D or volumetric data. 最近基于 deep learning 的方法,取得了非常巨大的进展,在语义分割上也是遥遥领先于传统算法. 本…