DON'T DO THAT: read the article from the beginning to end; it's a waste of time! READ A PAPER IN TWO-PHASE PROCESS: Phase 1: surveying the article! to see if it worthes a lot of time to read it. How to "survey" the article: feel free to stop rea…
Key points: don't procrastinate; review the notes and renew the literature search; determine who your audience is - most likely reviewers, so get their concerns firstly addressed; create the outline and get the big picture done, i.e., complete the fi…
How to read a paper efficiently Structure of a Journal a Journal Article Title Keywords Abstract Introduction Experimental Results and Discussion Tables, Figures Summary/Conclusions References Two-phase process Phase 1: Surveying the Article to see i…
Natural Language Processing Tasks and Selected References I've been working on several natural language processing tasks for a long time. One day, I felt like drawing a map of the NLP field where I earn a living. I'm sure I'm not the only person who…
10 Tips for Writing the Perfect Paper Like a gourmet meal or an old master painting, the perfect college paper is carefully constructed – not thrown together the night before it’s due. Each part is just right, and the pieces are assembled to form t…
数据挖掘方面重要会议的最佳paper集合,兴许将陆续分析一下内容: 主要有KDD.SIGMOD.VLDB.ICML.SIGIR KDD (Data Mining) 2013 Simple and Deterministic Matrix Sketching Edo Liberty, Yahoo! Research 2012 Searching and Mining Trillions of Time Series Subsequences under Dynamic Time Warping T…
https://github.com/ethereum/wiki/wiki/White-Paper White Paper EditNew Page James Ray edited this page on 4 Mar · 174 revisions A Next-Generation Smart Contract and Decentralized Application Platform An introductory paper to Ethereum, introduced befor…
Link of the Paper: https://arxiv.org/pdf/1412.6632.pdf Main Points: The authors propose a multimodal Recurrent Neural Networks ( AlexNet/VGGNet + a multimodal layer + RNNs ). Their work has two major differences from these methods. Firstly, they inco…
CVPR2016 Paper list ORAL SESSIONImage Captioning and Question Answering Monday, June 27th, 9:00AM - 10:05AM. These papers will also be presented at the following poster session 1 Deep Compositional Captioning: Describing Novel Object Categories Witho…
what has been done: This paper proposed a novel Deep Supervised Hashing method to learn a compact similarity-presevering binary code for the huge body of image data. Data sets: CIFAR-10: 60,000 32*32 belonging to 10 mutually exclusively categories(6…
目录 故事背景 网络结构 BN和残差学习 拓展到其他任务 发表在2017 TIP. 摘要 Discriminative model learning for image denoising has been recently attracting considerable attentions due to its favorable denoising performance. In this paper, we take one step forward by investigating t…
目录 故事背景 U-Net 具体结构 损失 数据扩充 发表在2015 MICCAI.原本是一篇医学图像分割的论文,但由于U-Net杰出的网络设计,得到了8k+的引用. 摘要 There is large consent that successful training of deep networks requires many thousand annotated training samples. In this paper, we present a network and trainin…
持续更新ing~ all *.files come from the author:http://www.cnblogs.com/findumars/p/5009003.html 1 牛人Homepages(随意排序,不分先后): 1.USC Computer Vision Group:南加大,多目标跟踪/检测等: 2.ETHZ Computer Vision Laboratory:苏黎世联邦理工学院,欧洲最好的几个CV/ML研究机构: 3.Helmut Grabner:Online Boost…
De-mystifying Good Research and Good Papers By Fei-Fei Li, 2009.03.01 Please remember this: 1000+ computer vision papers get published every year! Only 5-10 are worth reading and remembering! Since many of you are writing your papers now, I thought t…
牛人主页(主页有很多论文代码) Serge Belongie at UC San Diego Antonio Torralba at MIT Alexei Ffros at CMU Ce Liu at Microsoft Research New England Vittorio Ferrari at Univ.of Edinburgh Kristen Grauman at UT Austin Devi Parikh at TTI-Chicago (Marr Prize at ICCV2011…
大家都清楚神经网络在上个世纪七八十年代是着实火过一回的,尤其是后向传播BP算法出来之后,但90年代后被SVM之类抢了风头,再后来大家更熟悉的是SVM.AdaBoost.随机森林.GBDT.LR.FTRL这些概念.究其原因,主要是神经网络很难解决训练的问题,比如梯度消失.当时的神经网络研究进入一个低潮期,不过Hinton老人家坚持下来了. 功夫不负有心人,2006年Hinton和学生发表了利用RBM编码的深层神经网络的Science Paper:Reducing the Dimensionalit…
Tips for writing a paper 1. Tips for Paper Writing 2.• Before you write a paper • When you are writing a paper • The expression 3.Before you start writing a paper • State your Contribution • Organize your paper structure, See Everything as a Facet on…
How to (seriously) read a scientific paper Adam Ruben’s tongue-in-cheek column about the common difficulties and frustrations of reading a scientific paper broadly resonated among Science Careers readers. Many of you have come to us asking for more (…
How to read a scientific paper Nothing makes you feel stupid quite like reading a scientific journal article. I remember my first experience with these ultra-congested and aggressively bland manuscripts so dense that scientists are sometimes caught e…
在图像去雾这个领域,几乎没有人不知道<Single Image Haze Removal Using Dark Channel Prior>这篇文章,该文是2009年CVPR最佳论文.作者何凯明博士,2007年清华大学毕业,2011年香港中文大学博士毕业,可谓是功力深厚,感叹于国内一些所谓博士的水平,何这样的博士才可以真正叫做Doctor. 关于何博士的一些资料和论文,大家可以访问这里:http://research.microsoft.com/en-us/um/people/kahe/ 最开…
