机器学习-深度学习顶级会议罗列

Porter Pan

摘要

本文主要罗列出,机器学习-深度学习领域比较知名的学术期刊组织,在学习机器学习相关的技术中,可以前往这些个机构,检索最近最新的研究状况,有针对性的就前沿技术进行挖掘性研究,并针对现有问题,做自己独到的方案。

  • [x] Edit By Porter, 学海无涯,苦作舟

ICLR

the international conference on learning representations

缩写,由位列深度学习三大巨头之二的 Yoshua Bengio 和 Yann LeCun 牵头创办。

The International Conference on Learning Representations (ICLR) is a machine learning conference held every Spring. The conference includes invited talks as well as oral and poster presentations of refereed papers. The first ICLR was held in Scottsdale, Arizona[1]. Since its inception in 2013, ICLR has employed an open peer review process to referee paper submissions (based on models proposed by Yann LeCun[2]). In 2019, there were 1591 paper submissions, of which 500 accepted with poster presentations (31%) and 24 with oral presentations (1.5%)

ICML

是 International Conference on Machine Learning的缩写

即国际机器学习大会。ICML如今已发展为由国际机器学习学会(IMLS)主办的年度机器学习国际顶级会议。

NIPS

Neural Information Processing Systems,神经信息处理系统大会

是人工智能和机器学习领域最重要的盛会。每年,来自计算机科学领域的各路专家和业界人士都会共聚一堂,共同讨论和分享有关人工智能的前沿想法。而作为大会学术内容最重要的部分,会议论文是众人关注的焦点。

AAAI:

AI Conference on Artificial Intelligence

IJCAI:

International Joint Conferences on AI

ICRA:

International Conference on Robotics and Automation

IROS:

International Conference on Intelligent Robots and Systems

AAMAS:

International Conference on Autonomous Agents and Multiagent Systems

RSS:

Robotics: Science and Systems

ICCV:

International Conference on Computer Vision

CVPR

Conference on Computer Vision and Pattern Recognition

CVPR是IEEE Conference on Computer Vision and Pattern Recognition的缩写,即IEEE国际计算机视觉与模式识别会议。该会议是由IEEE举办的计算机视觉和模式识别领域的顶级会议。

  • 简介编辑

国际计算机视觉与模式识别会议(CVPR)是IEEE一年一度的学术性会议,会议的主要内容是计算机视觉与模式识别技术。CVPR是世界顶级的计算机视觉会议(三大顶会之一,另外两个是ICCV和ECCV),近年来每年有约1500名参加者,收录的论文数量一般300篇左右。本会议每年都会有固定的研讨主题,而每一年都会有公司赞助该会议并获得在会场展示的机会。

引用来自百度百科

ECCV:

European Conference on Computer Vision

文章目录
  1. 1. 摘要
  2. 2. ICLR
    1. 2.1. the international conference on learning representations
  3. 3. ICML
    1. 3.1. 是 International Conference on Machine Learning的缩写
  4. 4. NIPS
    1. 4.1. Neural Information Processing Systems,神经信息处理系统大会
  5. 5. AAAI:
    1. 5.1. AI Conference on Artificial Intelligence
  6. 6. IJCAI:
    1. 6.1. International Joint Conferences on AI
  7. 7. ICRA:
    1. 7.1. International Conference on Robotics and Automation
  8. 8. IROS:
    1. 8.1. International Conference on Intelligent Robots and Systems
  9. 9. AAMAS:
    1. 9.1. International Conference on Autonomous Agents and Multiagent Systems
  10. 10. RSS:
    1. 10.1. Robotics: Science and Systems
  11. 11. ICCV:
    1. 11.1. International Conference on Computer Vision
  12. 12. CVPR
    1. 12.1. Conference on Computer Vision and Pattern Recognition
  13. 13. ECCV:
    1. 13.1. European Conference on Computer Vision
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