深度学习: CV顶会 & CV顶刊

CV三大会议

• CVPR: International Conference on Computer Vision and Pattern Recognition (每年，6月开会)
• ICCV: International Conference on Computer Vision (奇数年，10月开会)
• ECCV: European Conference on Computer Vision (偶数年，3月截稿，9月开会)

CV两大顶刊

• TPAMI: IEEE Trans on Pattern Analysis and Machine Intelligence
• TIP: IEEE Transactions on Image Processing

计算机视觉会议列表

A类

• ICCV: International Conference on Computer Vision
• CVPR: International Conference on Computer Vision and Pattern Recognition
• AAAI: AAAI Conference on Artificial Intelligence
• ICML: International Conference on Machine Learning
• NIPS: Annual Conference on Neural Information Processing Systems
• ACM MM: ACM International Conference on Multimedia

B类

• ECCV: European Conference on Computer Vision

C类

• ACCV: Asian Conference on Computer Vision
• ICPR: International Conference on Pattern Recognition
• BMVC: British Machine Vision Conference

计算机视觉刊物列表

A类

• TPAMI: IEEE Trans on Pattern Analysis and Machine Intelligence
• IJCV: International Journal of Computer Vision
• TIP: IEEE Transactions on Image Processing

B类

• CVIU: Computer Vision and Image Understanding
• PR: Pattern Recognition

C类

• IET-CVI: IET Computer Vision
• IVC: Image and Vision Computing
• IJPRAI: International Journal of Pattern Recognition and Artificial Intelligence
• Machine Vision and Applications
• PRL: Pattern Recognition Letters

追论文技巧

个人的一点心得：

• arXiv就是用来占坑的，不建议刷；
• 会议论文代表了经过同行认可的高质量论文，且时效性很高。但是数量依然不少，依然需要甄别选读；
• 建议关注“新智元”、“机器之心”、“雷锋网”等优质公众号，可以第一时间接收到最新且最值得一读的论文推送；
• 期刊发表的论文都是经过时间考验的，都会比会议晚个一年半~两年，时效性差，不建议关注。

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