http://www.umiacs.umd.edu/~ejaz/ * 也是同时学习feature和metric * 输入一对图片,输出是否是同一个人 * 包含了一个新的层: include a layer that computes cross-input neighborhood differences (capture local relationships between the two input images based on midlevel features from each i…

FastML Machine learning made easy RSS Home Contents Popular Links Backgrounds About Deep learning architecture diagrams 2016-09-30 Like a wild stream after a wet season in African savanna diverges into many smaller streams forming lakes and puddles,…

Deep Learning Methods for Vision CVPR 2012 Tutorial  9:00am-5:30pm, Sunday June 17th, Ballroom D (Full day) Rob Fergus (NYU), Honglak Lee (Michigan), Marc'Aurelio Ranzato (Google) Ruslan Salakhutdinov(Toronto), Graham Taylor(Guelph), Kai Yu(Baidu)  O…

A Survey of Visual Attention Mechanisms in Deep Learning 2019-12-11 15:51:59 Source: Deep Learning on Medium Visual Glimpses and Reinforcement Learning The first paper we will look at is from Google’s DeepMind team: “ Recurrent Models of Visual Atten…

Deep Learning in a Nutshell: History and Training This series of blog posts aims to provide an intuitive and gentle introduction to deep learning that does not rely heavily on math or theoretical constructs. The first part in this series provided an…

In recent years, there’s been a resurgence in the field of Artificial Intelligence. It’s spread beyond the academic world with major players like Google, Microsoft, and Facebook creating their own research teams and making some impressive acquisition…

聊天机器人又被称为会话系统,已经成为一个热门话题,许多公司都在这上面的投入巨大,包括微软,Facebook,苹果(Siri),Google,微信,Slack.许多创业公司尝试通过多种方式来改变与消费者服务方式.许多公司希望开发对话机器人能够自然地和人进行交流,并且为了实现这个目标,很多公司声称使用了自然语言处理(NLP)和深度学习技术.但是很多时候对AI的夸大宣传,让人民很难分清事实和美好的想象. 接下来的是回顾在会话系统中使用的深度学习技术,了解现在的进展情况,哪些在近期是可能的,哪些是不可能…

作者:Mingxuan Wang.李航,刘群 单位:华为.中科院 时间:2015 发表于:acl 2015 文章下载:http://pan.baidu.com/s/1bnBBVuJ 主要内容: 用deep learning设计了一种语言模型.可以依据之前"全部"的历史来预測当前词的条件概率.用语言模型迷惑度衡量.用机器翻译衡量,该模型都比baseline(5-gram.RNN.等)好 详细内容: 之前用deep learning在语言模型上的进展是:RNN和LSTM 參考的工具包: R…

AlexNet / VGG-F network visualized by mNeuron. Project 6: Deep LearningIntroduction to Computer Vision Brief Due date: Tuesday, December 6th, 11:55pm Project materials including starter code, training and testing data, and html writeup template: proj…

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…