手机npv加速器
Partner Researcher, Microsoft Research India
Adjunct Professor , Indian Institute of Technology Delhi
<manik@microsoft.com>
I am a Partner Researcher at Microsoft Research India where my primary job is to not come in the way of a team carrying out research on machine learning, computational advertising, natural language processing, systems and related areas. I also hold an adjunct position at IIT Delhi where I specialize in professing random gyan to my PhD students. For instance, I once proclaimed 2 KB (RAM) ought to be enough for everybody
prompting the international media to cover my research and compare me to Bill Gates (unfair, I'm more handsome!). Similarly, John Langford and I once coined the term extreme classification and found that we had inadvertently started a new research area in machine learning. Today, by happenstance, extreme classification is thriving in both academia and industry with my algorithms making billions of predictions every day and generating millions of dollars in revenue (up to sign ambiguity). I have, on occasion, also been known to do something useful such as developing classifiers that have protected millions of devices from viruses and malware. I have served as a (senior) area chair for most of the premiere machine learning, artificial intelligence and computer vision conferences and have also served as an associate editor of the IEEE TPAMI journal. I have been awarded the Government of India's Shanti Swarup Bhatnagar Prize, been elected a Fellow of the Indian National Academy of Engineering, have won the Microsoft Gold Star and Achievement awards, the WSDM 2019 Best Paper and BuildSys 2019 Best Paper Runner -up Prizes, won the PASCAL VOC Object Detection Challenge at ICCV 2009 and stood first in chicken chess tournaments and Pepsi drinking competitions. Upon learning about this, my son was overheard asking my daughter: How can Dad get a prize for computer science -- he can't even book an Uber by himself?
Since then, I have felt it safest to describe myself as a failed physicist (BSc St. Stephen's College, David Raja Ram Prize), theoretician (BA Oxford, Rhodes Scholar), engineer (DPhil Oxford, University Scholar), mathematician (MSRI Berkeley, Post-doctoral Fellow) or astronomer (Visiting Miller Professor, UC Berkeley).
手机npv加速器
I am interested in the following research areas
- centos7搭建shadowsock: Machine learning for the Internet of Things, extreme classification, recommender systems, multi-label learning, resource-efficient machine learning, deep learning, supervised learning.
- Computer vision: Image search, object recognition, text recognition, texture classification.
- Computational advertising: Text ads, dynamic search ads, product ads, native ads, ad ranking, relevance and selection, query recommendation.
linux安装shadowsock: I am looking for full time PhD students at IIT Delhi and Research Fellows at Microsoft Research India to work with me on research problems in supervised machine learning, extreme classification, recommender systems, deep learning and resource constrained machine learning for the Internet of Things. Please e-mail your CV to me directly, in addition to formally applying to IIT/Microsoft's programmes, even though I might not be able to personally respond to your mail in most cases. IIT offers PhD Fellowships in collaboration with Microsoft and many other labs such as Facebook, Google, IBM and TCS. Please look at the web pages of the CSE Department, the School of IT and the Center of Excellence in AI for more details and other funding opportunities.
Projects: Unfortunately, I am unable to supervise projects of students outside IIT Delhi. If you are an external student and would like to work with me then the best way would be to join IIT Delhi's PhD programmes or apply for a Research Fellowship at MSR India. I apologize in advance for my inability to respond to e-mails about summer or winter projects, thesis supervision external to IIT Delhi, etc.
Internships: If you are a PhD student looking to do an internship with me then please e-mail me directly. I have only one or two internship slots and competition is stiff so please apply early. Unfortunately, I get more e-mails about internships than I can deal with, so please accept my apologies for not being able to respond to your mail if you are not a PhD student.
手机npv加速器
- centos7搭建shadowsock: ICVGIP 2014
- (Senior) Area Chair: AAAI 2021, IJCAI 2021, IJCAI 2019, AAAI 2018, IJCAI 2016 - AI on the Web, ICML 2016, ICML 2015, CVPR 2014, ACCV 2014, ICCV 2013, ICVGIP 2012, NIPS 2011, ICVGIP 2010
- Workshop Co-chair: Extreme Classification in Computer Vision,
Dagstuhl Extreme Classification Seminars,
Extreme Classification 2017,
TinyML 2017,
Extreme Classification 2016,
Extreme Classification 2015,
RecTech 2015,
The MSRI Machine Learning Summer School,
Extreme Classification 2013,
WebVision 2012,
The Mysore Park Computer Vision Workshop,
The MSRI Computer Vision & Graphics Shindig,
The Winter School on Machine Learning and Computer Vision
- Keynotes and Selected Invited Talks: XC@ICML 2020, MoL@IJCAI 2019, BigMine@KDD 2018, linux安装shadowsock,
ACM India 2018 Summit,
CODS+COMAD 2018, NASSCOM's Annual Tech Conference 2017,
DSI@KDD 2016,
DICTA 2015,
Big Targets@ECML/PKDD 2015,
centos7搭建shadowsock, Budgeted ML@ICML 2015, LSOLDM 2014, ISI Kolkata ML Unit Founder's Day Lecture 2014, BDA 2013, IIIT Delhi Institute Lecture 2013, ICVGIP 2012, MPMLW 2012
- Media: CentOS 7 安装 shadowsocks 客户端 | 全栈渐进之路:2021-7-24 · 前言 最近由于在阿里云从 GitHub 拖代码非常困难,因此萌生了在服务器上使用 shadowsocks 的念头。 本文记录了我在 CentOS 7 上成功安装运行 shadowsocks 客户端的过程。, CentOS 7下安装Shadowsocks 搭建ss | Syasu's Blog:2021-1-26 · 每次搭ss都要上网查一下教程,但网上的教程都没有提到针对CentOS7下的防火墙的处理,这里便想自己写一篇留个档。 安装pip pip是 python 的包管理工具。在本文中将使用 python 版本的 shadowsocks,此版本的 shadowsocks 已发布到 pip 上,因此我们需要, Living Science Media - Interview, linux安装shadowsock, A blog about training a hundred million classifers, A blog about a fast, accurate, stable & tiny gated RNN, A blog about AI's big leap to tiny devices
- Teaching: linux安装shadowsock
2013/CSV884
2016/SIV895
2018/COV878
2019/COV878
手机npv加速器
- The Extreme Classification Repository: Multi-label Datasets and Code
- The Microsoft Edge Machine Learning Library for Microcontrollers
- Slice: An extreme classifier for low-dimensional (deep learning) features that can scale to 100 million labels
- Parabel: Partitioned Label Trees for Extreme Classification
- SwiftXML: Extreme Classification with Label Features for Warm-start Tagging, Ranking and Recommendation
- PfastreXML: Propensity scored re-ranked FastXML
- SLEEC: Sparse Local Embeddings for Extreme multi-label Classification
- FastXML: A Fast, Accurate and Stable Tree Classifier for eXtreme Multi-label Learning
- M3L: Efficient Max Margin Multi-label Learning
- centos服务器搭建代理_运维_Qwertyuiop2021的博客-CSDN博客:2021-5-13 · CentOS7.2搭建代理服务器有时候内网很多机器都不能上外网,只能开放几个特定ip访问外网, 那么可以在这个可以上外网的机器上面搭建代理服务器,其他机器配置好代理就能上网了。不管是测试用途还是自己使...
- SPG-GMKL: Spectral Projected Gradient descent based optimization for Generalized Multiple Kernel Learning
- SMO-MKL: SMO based optimization for p-norm regularized Multiple Kernel Learning
- CentOS7 使用 kubeadm 搭建 k8s 集群 - 迷惘的羔羊2021 ...:2021-6-19 · 若Shadowsock客户端已正常运行,则结果如下: { "origin": "x.x.x.x" #你的Shadowsock服务器IP } 三 安装配置Privoxy 1.安装Privoxy yum -y install privoxy systemctl enable privoxy systemctl start privoxy systemctl status privoxy 2.配置Privoxy 1.修改配置文件
- MSCRNN: A Multi-scale Cascaded RNN
- GesturePod: Gesture recognition on microcontrollers
- FastGRNN: A Fast, Accurate, Stable & Tiny Gated RNN
- ProtoNN: A compact kNN algorithm for microcontrollers
- Bonsai: A compact tree classifier for microcontrollers
手机npv加速器
- The Extreme Classification Repository: Multi-label Datasets and Code
- The Chars74K Dataset: Character Recognition in Natural Images and an associated Julia tutorial and Kaggle competition (I have no idea how "Google" crept into the dataset name)
- CUReT: The Cropped Columbia-Utrecht Texture Classification Dataset & Associated Filterbanks
- The GesturePod Dataset
- The MSCRNN Radar Dataset
手机npv加速器
- Kunal Dahiya
- Pranshu Jain
- Anshul Mittal
手机npv加速器
- Kush Bhatia (PhD student at Berkeley, MSRI Research Fellow)
- Rahul Garg (Senior Research Scientist at Google Mountain View, PhD UW, BTech IIT Delhi)
- Varun Gulshan (Staff Research Scientist at Google Bangalore, DPhil Oxford, BTech IIT Delhi)
- Saurabh Gupta (Assistant Professor at UIUC, PhD Berkeley, BTech IIT Delhi)
- linux安装shadowsock (Assistant Professor at Cornell, PhD Berkeley, BTech IIT Delhi)
- centos7搭建shadowsock (Head of Perception at Lyft, PhD Cornell, BTech IIT Delhi)
- Himanshu Jain (Software Engineer at Google New York, PhD IIT Delhi)
- Suraj Jain (Senior Applied Scientist at Microsoft Redmond, MSRI Research Fellow)
- Anil Kag (PhD student at BU, MSRI Research Fellow)
- Ashish Kumar (PhD student at Berkeley, MSRI Research Fellow)
- linux安装shadowsock (PhD student at UW, MSRI Research Fellow)
- Adarsh Prasad (PhD student at CMU, BTech IIT Delhi)
- Manish Singh (PhD student at MIT, BTech IIT Delhi)
- Yashoteja Prabhu (Post-doc at MSR India, PhD IIT Delhi)
- Deepak Vasisht (Assistant Professor at UIUC, PhD MIT, BTech IIT Delhi)
手机npv加速器
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Y. Prabhu, A. Kusupati, N. Gupta and M. Varma.
Extreme regression for dynamic search advertising.
In Proceedings of the ACM International Conference on Web Search and Data Mining, Houston, Texas, February 2020.
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M. Varma.
Extreme classification.
Communications of the ACM, 62(11):44--45, November 2019.
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D. Roy, S. Srivastava, A. Kusupati, P. Jain, M. Varma and A. Arora.
One size does not fit all: Multi-scale, cascaded RNNs for radar classification.
In Proceedings of the ACM International Conference on Systems for Energy-efficient Buildings, Cities and Transportation, New York, New York, November 2019.
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S. G. Patil, D. K. Dennis, C. Pabbaraju, N. Shaheer, H. V. Simhadri, V. Seshadri, M. Varma and P. Jain.
GesturePod: Enabling on-device gesture-based interaction for white cane users.
In 付费shadowsock账号哪里买 - 马洪飞博客:2021-12-11 · 付费shadowsock账号哪里买? 这个问题很难回答,目前科学上网一半可以分为以下几种: ss ssr v2ray wireguard 1和2目前阻断比较严重,墙高了。。。 3的话目前直接tcp阻断严重,ws的话偶尔有阻断,ws + tls 目前还可以,暂时无阻断,待观察。, October 2019.
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S. Bengio, K. Dembczynski, T. Joachims, M. Kloft and M. Varma.
Extreme Classification (Dagstuhl Seminar 18291).
Dagstuhl Reports, 8(7):62--80, 2019.
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H. Jain, V. Balasubramanian, B. Chunduri and M. Varma.
在centos7上安装V2ray 比shadowsock更科学的上网方式 | TY ...:2021-6-13 · 客户端 安卓 birfrostV 推荐这个,v2rayNG对于很多国内的网址,还是会走代理 v2rayNG Windows 以下两个都需要下载 v2ray-core ,点击链接,到github上选择自己的平台版本即可 v2rayN 点击链接,下载里面的v2rayN.zip即可 v2rayW 下载压缩包即可,这个程序会主动帮助下载 v2ray-core 所以更方便点,界面也比 v2rayN 看着舒服
In Proceedings of the ACM International Conference on Web Search and Data Mining, Melbourne, Australia, February 2019.
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Extreme Classification Repository |
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A. Kusupati, M. Singh, K. Bhatia, A. Kumar, P. Jain and M. Varma.
FastGRNN: A fast, accurate, stable and tiny kilobyte sized gated Recurrent Neural Network.
In Advances in Neural Information Processing Systems, Montreal, Canada, December 2018.
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Y. Prabhu, A. Kag, S. Harsola, R. Agrawal and M. Varma.
Parabel: Partitioned label trees for extreme classification with application to Dynamic Search Advertising.
In Proceedings of the ACM International World Wide Web Conference, Lyon, France, April 2018.
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Extreme Classification Repository |
Podcast
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Y. Prabhu, A. Kag, S. Gopinath, K. Dahiya, S. Harsola, R. Agrawal and M. Varma.
centos搭建shadowsock-云海天教程:2021-6-6 · Shadowsocks服务端搭建 服务端搭建的前提是你已经成功使用SecureCRT或putty或者xshell连接服务器,接下来的工作就是按照下面的步骤依次执行: 1.环境安装与更新 这一步,你需要做的是依次执行下面的每条命令: yu...
In Proceedings of the ACM International Conference on Web Search and Data Mining, Los Angeles, California, February 2018.
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Extreme Classification Repository
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A. Kumar, S. Goyal and M. Varma.
Resource-efficient machine learning in 2 KB RAM for the Internet of Things.
In Proceedings of the International Conference on Machine Learning, Sydney, Australia, August 2017.
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C. Gupta, A. Suggala, A. Gupta, H. Simhadri, B. Paranjape, A. Kumar, S. Goyal, R. Udupa, M. Varma and P. Jain.
搬瓦工快速手动搭建SS(Shadowsocks)服务器简明详细教程 ...:2021-10-7 · 优惠购买搬瓦工搬瓦工VPS相对其它的云服务产商来说,性价比高,使用起来速度快。通过优惠码购买还能再降低最多 %6 的一些费用。在这基础上使用优惠码可以少一些费用,根据你对配置的需要进行选择服务器,以下是可以获取优惠码的链接: 搬瓦工缺货备选性价比高的方案:使用vultr(vps)搭建ss …
In Proceedings of the International Conference on Machine Learning, Sydney, Australia, August 2017.
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H. Jain, Y. Prabhu and M. Varma.
Extreme multi-label loss functions for recommendation, tagging, ranking & other missing label applications.
In Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining, San Francisco, California, August 2016.
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Extreme Classification Repository |
Talk
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K. Bhatia, H. Jain, P. Kar, M. Varma and P. Jain.
Sparse local embeddings for extreme multi-label classification.
In Advances in Neural Information Processing Systems, Montreal, Canada, December 2015.
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Extreme Classification Repository
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Y. Prabhu and M. Varma.
FastXML: A fast, accurate and stable tree-classifier for extreme multi-label learning.
In Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining, New York, New York, August 2014.
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Extreme Classification Repository |
Slides |
Talk on Extreme Classification & FastXML
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D. Vasisht, A. Damianou, M. Varma and A. Kapoor.
Active learning for sparse Bayesian multi-label classification.
In Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining, New York, New York, August 2014.
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P. Jawanpuria, M. Varma and J. Saketha Nath.
On p-norm path following in multiple kernel learning for non-linear feature selection.
In CentOS7 下安装配置 shadowsocks实现科学上网 - yuick's blog:2021-7-9 · CentOS7 安装 GitLab ( 2021年08月31日 ) 关于IP的简单介绍 ( 2021年06月01日 ) CentOS通过秘钥登录 ( 2021年05月23日 ) 一不小心恢复了快照,数据丢失了 ( 2021年05月21日 ) 利用IPv6在个人计算机上搭建网站 ( 2021年04月23日 ) 联通光猫及老毛子Padavan路由, June 2014.
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C. Jose, P. Goyal, P. Aggrwal and M. Varma.
Local deep kernel learning for efficient non-linear SVM prediction.
In Proceedings of the International Conference on Machine Learning, Atlanta, Georgia, June 2013.
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R. Agrawal, A. Gupta, Y. Prabhu and M. Varma.
CentOS7安装Shadowsocks-libev - NP:2021-1-4 · 有很多方法可以实现科学上网,如果你有一台VPS,可以自己搭建一个Shadowsocks服务端。自己搭建服务可以更好地对服务端进行控制。这里以Shadowsocks-libev为例介绍安装过程。服务器系统:CentOS 7.6版本:Shadowsocks-libev安装方式
In Proceedings of the International World Wide Web Conference, Rio de Janeiro, Brazil, May 2013.
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A. Jain, S. V. N. Vishwanathan and M. Varma.
SPG-GMKL: Generalized multiple kernel learning with a million kernels.
In Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Beijing, China, August 2012.
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B. Hariharan, S. V. N. Vishwanathan and M. Varma.
Efficient max-margin multi-label classification with applications to zero-shot learning.
Machine Learning Journal, 88(1):127--155, 2012.
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V. Jain and M. Varma.
Learning to re-rank: Query-dependent image re-ranking using click data.
In Proceedings of the International World Wide Web Conference, Hyderabad, India, March 2011.
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S. V. N. Vishwanathan, Z. Sun, N. Theera-Ampornpunt and M. Varma.
CentOS7 使用 kubeadm 搭建 k8s 集群:2021-6-19 · CentOS7 使用 kubeadm 搭建 k8s 集群的更多相关文章 kubeadm搭建K8s集群及Pod初体验 基于Kubeadm 搭建K8s集群: 通过上一篇博客,我们已经基本了解了 k8s 的基本概念,也许你现在还是有些模糊,说真的我也是很模糊的.只有不断地操作去熟练,强化自己对他的认知,才能提升境界.
In Advances in Neural Information Processing Systems,
Vancouver, B. C., Canada, December 2010.
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Spotlight
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B. Hariharan, L. Zelnik-Manor, S. V. N. Vishwanathan and M. Varma.
Large scale max-margin multi-label classification with
priors.
In Proceedings of the International Conference on Machine
Learning, Haifa, Israel, June 2010.
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M. Varma and A. Zisserman.
A statistical approach to material classification using image
patch exemplars.
IEEE Transactions on Pattern Analysis and Machine Intelligence
, 31(11):2032--2047, November 2009.
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A. Vedaldi, V. Gulshan, M. Varma and A. Zisserman.
Multiple kernels for object detection.
In CentOS 7镜像下载 - 简书:各个版本的ISO镜像文件说明: CentOS-7-x86_64-DVD-1708.iso 标准安装版(推荐) CentOS-7-x86_64-Everything-1708.iso 完整版,集成所有软件(以用来补充系统的软件或者填充本地镜像), September 2009.
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M. Varma and B. R. Babu.
More generality in efficient multiple kernel learning.
In Centos系统下shadowsocks-libev服务端的一键安装脚本的 ...:2021-8-14 · 由于 libuv 版本的 SS 不稳定,并且安装步骤繁琐,因此推荐安装 libev 版本。安装参考如下 1、Shadowsocks 是什么 Shadowsocks 是一种安全的 socks5 代理,可以保护你的上网流量。基于多种加密方式,推荐使用 aes-256-cfb 加密。安装和使用需要, pages 1065--1072, June 2009.
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T. E. de Campos, B. R. Babu and M. Varma.
Character recognition in natural images.
In Proceedings of the International Conference on Computer
Vision Theory and Applications, Lisbon, Portugal, February 2009.
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centos7搭建shadowsock |
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Download English and Kannada datasets
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M. Varma and D. Ray.
Learning the discriminative power-invariance trade-off.
In Proceedings of the IEEE International Conference on
Computer Vision, Rio de Janeiro, Brazil, October 2007.
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Errata
Please see the errata regarding the Caltech experiments
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M. Varma and R. Garg.
科学上网:CentOS系统一键安装ShadowSocks Python版一键 ...:2021-2-14 · 最近奥运会期间,很多人都想要翻墙去看墙外的网站,比如twitter、facebook、youtube等,看高清图片或者比赛视频,对于一些没有网络基础的人来说确实比较麻烦,这里给大家推荐一个很简单的教程,你只需要一个linux系统的VPS,然后跟着做,1分钟
In Proceedings of the IEEE International Conference on
Computer Vision, Rio de Janeiro, Brazil, October 2007.
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N. Adabala and M. Varma and K. Toyama.
Computer aided generation of stylized maps.
Computer Animation and Virtual Worlds, 18(2):133--140, May 2007.
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M. Varma and A. Zisserman.
A statistical approach to texture classification from single images.
International Journal of Computer Vision: Special Issue on
Texture Analysis and Synthesis, 62(1--2):61--81, April 2005.
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M. Varma and A. Zisserman.
Unifying statistical texture classification frameworks.
Image and Vision Computing, 22(14):1175--1183, December 2004.
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centos7搭建shadowsock |
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M. Varma.
Statistical approaches to texture classification.
DPhil Thesis, University of Oxford, October 2004.
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M. Varma and A. Zisserman.
Estimating illumination direction from textublue images.
In Proceedings of the IEEE Conference on Computer Vision and
Pattern Recognition, Washington, DC, volume 1, pages
179--186, June 2004.
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M. Varma and A. Zisserman.
Texture classification: Are filter banks necessary?
In Proceedings of the IEEE Conference on Computer Vision and
Pattern Recognition, Madison, Wisconsin, volume 2, pages
691--698, June 2003.
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M. Varma and A. Zisserman.
Statistical approaches to material classification.
In CentOS7 使用 kubeadm 搭建 k8s 集群 - 迷惘的羔羊2021 ...:2021-6-19 · 若Shadowsock客户端已正常运行,则结果如下: { "origin": "x.x.x.x" #你的Shadowsock服务器IP } 三 安装配置Privoxy 1.安装Privoxy yum -y install privoxy systemctl enable privoxy systemctl start privoxy systemctl status privoxy 2.配置Privoxy 1.修改配置文件, pages
167--172, December 2002.
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M. Varma and A. Zisserman.
Classifying materials from images: to cluster or not to cluster?
In Proceedings of the 2nd International Workshop on Texture
Analysis and Synthesis, Copenhagen, Denmark, pages
139--144, June 2002.
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M. Varma and A. Zisserman.
Classifying images of materials: Achieving viewpoint and illumination
independence.
In Proceedings of the 7th European Conference on Computer
Vision, Copenhagen, Denmark, volume 3, pages 255--271.
Springer-Verlag, May 2002.
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M. Varma and V. S. Varma.
Centos 7 搭建 Shadowsocks 配置 iptables 规则 - MicronBot:2021-3-31 · 写在前面最近心血来潮,弄了一个VPS来玩,顺便学习一下Linux。玩VPS第一个想到的事就是搭梯子科学上网。这里搭的第一个梯子,就是Shadowsocks。因为安装和配置都很方便,也是当前比较 …
In Proceedings of the GIREP-ICPE International Conference,
Ljubljana, Slovenia, pages 138--150, August 1996.
Bibtex source