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Artificial Intelligence has leapt to the forefront of global discourse, garnering increased attention from practitioners, industry leaders, policymakers, and the general public. The diversity of opinions and debates gathered from news articles this year illustrates just how broadly AI is being investigated, studied, and applied.

本文是 “2021 InfoQ 年度技术盘点与展望” 系列文章之一，由 InfoQ 编辑部制作呈现，重点聚焦 AI 领域在 2021 年的重要进展、动态，希望能帮助你准确把握 2021 年 AI 领域的核心发展脉络，在行业内始终保持足够的技术敏锐度。 “InfoQ 年度技术盘点与展望”是 InfoQ...

2021年3月9日 · The AI Index Report tracks, collates, distills, and visualizes data related to artificial intelligence. Its mission is to provide unbiased, rigorously vetted, and globally sourced data for policymakers, researchers, executives, journalists, and the general public to develop intuitions about the complex field of AI.

Stanford HAI's AI Index 2021 provides comprehensive insights into the progress and impact of artificial intelligence.

2021年4月15日 · If you haven't had time to read the AI Index Report for 2021, which clocks in at 222 pages, don't worry—we've got you covered. The massive document, produced by the Stanford Institute for Human-Centered Artificial Intelligence, is packed full of data and graphs, and we've plucked out 15 that provide a snapshot of the current state of AI.

2021年4月18日 · 报告对2021年度人工智能最新的研究趋势和进展进行了总结，并分析了资本、政策对AI技术的影响，以及深度学习、图像识别、语言识别等AI主要子领域的研究。 人工智能的盛夏. 人工智能研究工作正处在爆炸增长期：2019年全球发布了超过12万篇人工智能研究领域的同行评审论文。 自2000年以来，人工智能领域论文在同行评审论文中的占比，从0.8%一路攀升至2019年的3.8%。 中国在人工智能研究领域取得显著成就. 自2017年中国研究人员发表的同行评审论文 …

本文将对2021年AI领域的重大突破进行系统梳理和深入解读,为读者呈现这一年AI技术发展的全貌。 2021年1月,OpenAI发布了CLIP (Contrastive Language-Image Pre-training)模型,开创了视觉-语言多模态预训练的新范式。 CLIP通过对4亿个图像-文本对进行对比学习,实现了零样本迁移能力,可以直接应用于各种下游视觉任务,而无需针对特定任务进行微调。 CLIP的核心创新在于其独特的训练方式:它将图像编码器和文本编码器联合训练,使二者学习到一个统一的多模态表示空间。 在这 …

2021.AI serves the growing business need for full oversight and management of applied AI. Our expertise in data science combined with the AI platform GRACE is a business differentiator for...