Tencent AI Lab disclosed the latest developments in the development of AI. This article has compiled the dry goods content of four heavy speeches, including the development roadmap of Tencent AI, the challenge and response of game AI research, the evolution of multimedia AI from picture to video, and the simultaneous interpretation of the audience. . The full article can be read on the official website.
First, Tencent AI roadmap: sharing AI is the trend of the times
Sharing AI: Let AI Be Everywhere
Speaker: Dr. Zhang Wei, Director of Tencent AI Lab
Dr. Zhang Wei's speech outlines the roadmap for the future development of the AI ​​industry: the three key elements of sharing AI: the enterprise sharing research and application results, the industry sharing development platform, and the “shared AI era†in which the academic community shares new ideas.
“When setting up AI Lab's vision as an enterprise AI lab, we hope to create a world-class AI capability on behalf of Tencent, enabling technology to solve the difficulties and challenges faced by human beings in an innovative way. The future will make AI nowhere. Not in (Make AI Everywhere). Zhang Bo said that Tencent's AI development roadmap will be shared around the AI ​​sharing of enterprises, industries and academic circles.
The first is to share research and application results inside and outside the enterprise, shorten the technical iteration time, and build a core technology competitiveness in small steps.
In research, Tencent AI Lab has been developing in the past year, based on the development goals of “information has influence, industry has outputâ€, in the field of computer vision CVPR, natural language processing field ACL, machine learning field ICML and NIPS. In the AI ​​top academic conferences of institutional research capabilities, more than 80 papers were included in the forefront of domestic enterprises; in addition, the face recognition detection MegaFace Challenge2, the leading image description generation data set Microsoft MS COCO ranked first.
In terms of applications, in addition to technology has been applied to WeChat, QQ, music and video platforms, and also focused on technological breakthroughs in core businesses such as games, content and social networking, to enhance the user's gaming experience through technology, content AI Chinese characters, images and videos. Understanding, generating and recommending, as well as terminal hardware and new interactions in social AI.
The second is that the industry shares a large ecosystem, empowering small and medium-sized practitioners and traditional industries.
On the one hand, it is aimed at small and medium-sized practitioners and partners, sharing AI basic capabilities, such as open the platform through Tencent, opening AI basic capabilities such as algorithms and data to models, and providing users with easy-to-use API and SDK-based AI service solution.
On the other hand, for the traditional industry, through the "industry AI + X" plan and the support of AI entrepreneurs to open Tencent AI capabilities, promote AI in more vertical areas. For example, Tencent released the first AI medical imaging product "Tencent Shadow", using AI Lab technology to find the accuracy of early esophageal cancer has reached as high as 90%; and the "AI ecological plan" released by the forum will be from the scene, technology, talent The four aspects of capital fully support AI entrepreneurs, and build a shared AI industry ecology with partners.
The third is that the academic community shares new ideas and reverses the resources and experience of the industry into the “hematopoietic pool†of AI talents.
We announced the launch of the Global Doctoral Scholarship Program, which will award a generous scholarship to selected PhD students, conduct field research at AI Lab, and have access to real needs and data, and work with academics to develop top talent in the AI ​​field.
In addition, the annual academic forum is also built as a top platform to attract foreign top scholars to China for academic research exchanges.
Tencent AI ecological plan, four core construction AI ecological open
Deputy General Manager of Tencent Open Platform, Wang Lan, General Manager of Tencent Zhongchuang Space
In the forum, Tencent also released the "AI Eco-Plan", which will open 100 AI startup projects by opening 100 AI technologies, and launch 300 "Cloud + Entrepreneur Million Support Program" to empower 1,000 partners. . Wang Lan said that the core of the plan is to open up Tencent's resources and advantages in terms of scenarios, technologies, talents and capital, and grow with partners.
At the scene level, Tencent itself has massive data and application scenarios such as content, social games and games. At the same time, Tencent application products are also fully AIized, and the open platform will focus on helping partners in smart healthcare, retail, robots, personal assistants, Realization of the scene in the fields of translation and automatic driving.
At the technical level, Tencent's open platform, as a connector for Tencent's AI capabilities and partners, has brought together the technical capabilities of AI core departments such as Tencent AI Lab, Tencent Excellent, WeChat AI, and the computing power of Tencent Cloud. In the forum, Tencent AI Lab Liu Wei, Liu Wei, Yang Yuekui and others respectively gave a keynote speech on the research results and commercial applications of Tencent in the fields of game AI, multimedia AI and translation AI.
At the talent level, as early as 2013, Tencent and the China Computer Society (CCF) jointly launched the Rhinoceros Fund Project to support young scholars in cutting-edge technology research and promote the transformation of scientific research results; Tencent's space (overseas) Tencent WeStart is promoting The Go Global, To China program is dedicated to the international exchange and introduction of talents. In addition, Tencent AI Lab has set up the AI ​​Lab in Seattle, USA to attract outstanding AI talents from all over the world.
Capital level, Tencent Investment, Double Hundred Plan, and Yingnuo Angel, Lanchi Venture Capital, Songhe Yuanwang, Jinsha River, Northern Lights, IDG, Innovation Workshop, Gaochun Capital, Huanuo Venture Capital, Barbarian Fund, Tongchuang Weiye Such top investment institutions will invest in quality AI projects.
“With regard to scenarios, technologies, talents and capital, Tencent’s open platform will create an ecological chain with AI capability openness, incubation support, industry landing and technology enhancement as the core, and AI technology companies to achieve capacity building, and industrial partners to achieve common improvement, Jointly build industry solutions." Wang Lan said.
In fact, Tencent's open platform has launched the artificial intelligence site AI.QQ.COM and Tencent AI accelerator. Among them, AI.QQ.COM has opened dozens of AI technical capabilities; Tencent AI Accelerator selected 25 AI startup projects from thousands of projects this year, in addition, four winners of overseas AI competitions were selected. After only three months of acceleration, the total value of the selected projects has increased from 7 billion yuan to 15 billion, of which 15 projects have reached a total of 1.6 billion yuan; these projects cover 15 verticals such as retail, medical, translation and robotics. AI application exploration in the field, and cooperation with Tencent.
The future has come to eco-winIn addition to disclosing the overall layout of Tencent's artificial intelligence, the "Tencent AI Ecological Plan" was released. The forum also launched two "round-table dialogues" around the future development trend of AI and the application of current AI technology.
The round-table dialogue between “Creating Technology and Seeing the Future†is from left to right: Wang Lan, Jonathan Nolan, Liu Wei, Hod Lipson, Ma Yiren, Lin Chenxi
In the high-end dialogue on the theme of “magic science and technology, insight into the futureâ€, Wang Lan, Liu Wei, Jonathan Nolan, Hod? Lipson, Ma Yingren, Lin Chenxi and others, on the topic of "differentiation of AI fields between China and the United States" and "What is the most transformative tool of AI, which will bring subversive changes to society" Expand deep communication.
The other is based on the "AI intellectual change industry", the triangle beast co-founder and chairman Ma Yuchi, the assistant to the CEO Wang Guanchun, the Huiyi Huiying CEO Chai Xiangfei, the recovery treasure CEO He Fan, the fight CTO Chen Lei and other AI accelerator members Based on his own experience in realizing the application of technology in industrial applications, he discussed topics such as "How AI promotes industrial intelligence upgrading" and "How AI startups can leverage the Internet giant to seek development".
In the future, Tencent will be committed to the sharing of AI from enterprises, industries and academic circles. Under Tencent's open strategy, Tencent's open platform will also serve as a connector for Tencent and industrial applications. By pooling and opening up Tencent's core AI capabilities and resources, it will help partners realize the scale, industrialization and application of AI technology. The industry's intellectual change has been upgraded.
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