"Collection" 2018 not to be missed 20 big AI/Machine learning/Computer vision, such as the top of the timetable _ AI

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Directory AI/Machine learning
Computer Vision/Pattern recognition
Natural language processing/computational linguistics
Architecture
Data Mining/Information retrieval
Computer graphics

Artificial Intelligence/Machine learning

1. AAAI 2018

Meeting time: February 2 ~ 7th

Conference Venue: New Orleans, USA

AAAI is a major academic conference in the field of artificial intelligence, sponsored by the American Association for Artificial Intelligence. Founded in 1979, AAAI was originally named "The American Artificial Intelligence Association" (American Association for Artificial Intelligence) and was officially renamed the "Artificial Intelligence Promotion Association" (Association-FO for 2007 years). R the Advancement of Artificial Intelligence).

In recent years, there is no shortage of Chinese scholars in the AAAI conference, and more than half of the 700 papers received by AAAI 2017 have been attended by Chinese. In addition, Professor Zhou Zhihua of Nanjing University was elected president of the AAAI process in 2019, and another program was chaired by Pascal Van Hentenryck, a professor at the University of Michigan.

This year's AAAI fellow includes:

Nancy Amato (Tamu),
Regina Barzilay (MIT)
Marie Desjardins (UMBC)
Kevin Leyton-brown (UBC)
Dinesh Manocha (UNC)
Joelle Pineau (McGill)
Amit Sheth (Wright State)
Gaurav Sukhatme (USC)

This year's AAAI meeting was held soon, the new intellectual Yuan has launched a series of important papers to read articles, more reports please attention.

Official website: https://aaai.org/Conferences/AAAI-18/

2. Aistats 2018

Meeting time: April 9 ~ 11th

Conference Venue: Praia Branca, Canary Islands

Aistats (International conference on Artificial Intelligence and Statistics) is an international conference on artificial Intelligence and statistics, beginning in 1985, focusing on artificial intelligence, machine learning, Statistics and related fields. This year aistats will be held in conjunction with the ALT (Algorithmic learning theory) conference.

Official website: http://www.aistats.org/

3. ICLR 2018

Resolution Release Date: January 29

Meeting time: April 30 ~5 Month 3rd

Meeting Address: Vancouver, Canada

ICLR (International Conference on Learning representations) is a very young meeting, held this year to the 6th session, but has become an important meeting in the field of deep learning, and even has a deep learning top will "uncrowned king "said.

ICLR was launched by Daniel Yann LeCun and Yoshua Bengio, which opened the public comment mechanism (open review), but this year canceled the public comment and changed it to double blind review.

Official website: http://www.iclr.cc

4. COLT 2018

Deadline: February 16

Meeting time: July 5 ~ 9th

Conference Venue: Stockholm, Sweden

Colt full Name is the annual Computing Learning Theory (annual conference on Computational Learning theory), which is the most important meeting of computational learning theory, held annually by ACM. The conference focuses on a wide range of topics in learning theory, including the design and analysis of learning algorithms, the statistical and computational complexities of learning, the optimization of learning methods, unsupervised, unsupervised, online and active learning, and so on.

Official website: http://www.learningtheory.org/colt2018/index.html

5. ICML 2018

Deadline: February 9

Meeting time: July 10 ~ 15th

Conference Venue: Stockholm, Sweden

ICML (International machine Learning Conference) is one of the most influential academic conferences in the field of machine learning, which began in 1980 and is held annually by the International Machine Learning Society (IMLS).

Official website: https://icml.cc/

6. ijcai-ecai-2018

Deadline: January 31

Meeting Date: July 13 ~ 19th

Conference Venue: Stockholm, Sweden

IJCAI (International Artificial Intelligence Joint Conference) is one of the most important comprehensive academic conferences in the field of artificial intelligence, since 2016, the IJCAI has been held once every two years. The participation of Chinese in IJCAI has been increasing this year, especially Professor Zhou Zhihua of Nanjing University will be the president of the IJCAI-21 process, becoming the first Chinese General Assembly procedure in IJCAI history.

ECAI (European Artificial Intelligence Conference) was a major artificial intelligence and machine Learning conference in Europe, which began in 1974 and was hosted by the European Artificial Intelligence Coordinating Committee. Ecai is usually associated with IJCAI and AAAI and is called the triple top of the AI field.

This year IJCAI and ECAI two meetings will be held jointly with the Swedish capital Stockholm July 13 ~ 19th.

Official website: https://www.ijcai-18.org/

7. Uai 2018

Deadline: March 9

Meeting time: August 6 ~ 10th

Conference Venue: Monterey, USA

UAI (Conference on Uncertainty in Artificial Intelligence) is an important conference in the field of uncertainty in artificial intelligence, involving representation, inference, and learning, which is held annually by Auai (Association of UAI).

Official website: http://www.auai.org/uai2018/index.php

8. NIPS 2018

Deadline: May 31

Meeting time: December 3 ~ 8th

Conference Venue: Montreal, Canada

Nips's full name is the conference on Neural Information Processing systems (Conference and Workshop on Neural Information processing Systems), which began in 1987 as a top-level meeting in the field of neural computing and machine learning. Early nips papers covered a wide range of topics, ranging from solving pure engineering problems to using computer models to understand the biological nervous system and so on. After that, studies of biological systems and artificial systems have diverged, and in recent years the NIPS conferences have been dominated by machine learning, artificial intelligence and statistical papers. The NIPS conference is held annually in December and is hosted by the NIPS Foundation.

Nips's major invited speakers in recent years include:

Nips has maintained a lower rate of acceptance of the thesis, in 2017 nips enrolled 678 papers, the admission rate is about 20.9%. The figure below shows the number of admissions papers for the 2006-2017-year nips.

Nips Official website: https://nips.cc/

Computer Vision/Pattern recognition

9. CVPR 2018

Meeting time: June 18 ~ 22nd

Conference Venue: Salt Lake City, UTAH

In the field of computer vision, CVPR, ICCV and ECCV are known as the "three Big Top". Which ICCV and ECCV every two years, the next ICCV will be held in South Korea in 2019 Seoul.

CVPR (IEEE Computer Vision and Pattern Recognition conference) is a top-level conference in the field of computer vision and Patterns recognition hosted by IEEE, which began in 1983 and is held annually. In addition to the main meeting, CVPR includes a number of workshop and short courses to provide important communication and learning facilities for students, academics and industry researchers. CVPR's major awards include the best essay award, the Best Student Paper Award, the Longuet-higgins Award (10-year Time Test award) and the Pami Young Scientist Award.

Official website: http://cvpr2018.thecvf.com/

ECCV 2018

Deadline: March 14

Meeting time: September 8 ~ 14th

Conference Venue: Munich, Germany

ECCV full name of the European Computer Vision Conference (European Conference on Computer Vision), held every two years, and ICCV staggered. Like other meetings of computer vision, the ECCV host includes tutorial talks,technical sessions and poster sessions, in addition to tutorial and workshop.

Official website: https://eccv2018.org

Natural language processing/computational linguistics

ACL 2018.

Deadline: February 22

Meeting time: July 15 ~ 20th

Conference Venue: Melbourne, Australia

The ACL (the Association for Computational Linguistics) is a top-level conference in computational linguistics, organized by the International Association of Computational Linguistics in the summer. ACL has a long history, it was founded in 1962, originally known as the machine Translation and Computational Linguistics Association (AMTCL), renamed in 1968 ACL.

Official website: http://acl2018.org/

Coling 2018

Deadline: May 16

Meeting time: August 22 ~ 25th

Conference Venue: New Mexico, USA

Coling is also an important conference in computational linguistics/Natural Language processing, the International Conference on Computational Linguistics (International Conference on Computational Linguistics), which is held every two years.

Official website: http://coling2018.org/

EMNLP 2018

Meeting time: October 31 ~11 Month 4th

Conference Venue: Brussels, Belgium

EMNLP (Conference on empirical Methods in Natural Language) is the top of the natural language processing field, which is organized by the Special interest group of linguistic data under the ACL Learning processing organization, Held annually since 1996.

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