Unified Model for Controllable Multimodal Image Generation

Unified Model for Controllable Multimodal Image Generation

Machine Heart Column Machine Heart Editorial Team Researchers from Salesforce AI, Northeastern University, and Stanford University proposed the MOE-style Adapter and Task-aware HyperNet to achieve multimodal conditional generation capabilities in UniControl. UniControl was trained on nine different C2I tasks, demonstrating strong visual generation capabilities and zero-shot generalization abilities. Paper link: https://arxiv.org/abs/2305.11147 Code link: https://github.com/salesforce/UniControl Project … Read more

Differences and Introduction to AI, Machine Learning, Deep Learning, and Reinforcement Learning

Differences and Introduction to AI, Machine Learning, Deep Learning, and Reinforcement Learning

1. Artificial Intelligence In 1956, computer scientist John McCarthy proposed the concept of “Artificial Intelligence”, which refers to machines that possess human-like intelligence characteristics when performing tasks, including the ability to organize and understand language, recognize objects and sounds, as well as learn and solve problems. Since the concept of artificial intelligence was proposed, the … Read more

Challenges And Solutions In Linguistics Under ChatGPT Context

Challenges And Solutions In Linguistics Under ChatGPT Context

Source: Han Yu Tang Copyright Notice: The content is for academic sharing only. The copyright belongs to the original author. If there are any infringement issues, please contact us to delete it. Thank you very much! Author Introduction Yuan Yulin, male, born in 1962, from Kunshan City, Jiangsu Province. He graduated from Peking University in … Read more

Liu Haitao: Reflections on Natural Language Processing

This article is adapted from the public account: Quantitative Linguistics This short article was published in “Terminology Standardization and Information Technology” in 2001, and it has been 20 years since then. This is the last article I published during my amateur study of linguistics. This article not only marks the end of my identity as … Read more

Challenges and Solutions in Linguistics Under the ChatGPT Context

Challenges and Solutions in Linguistics Under the ChatGPT Context

This article is sourced from the “Han Yu Tang” WeChat official account. Author Introduction Yuan Yulin, male, born in 1962, from Kunshan, Jiangsu Province. Graduated from Peking University in 1990 with a Ph.D. Currently a professor in the Department of Chinese Language and Literature at the Faculty of Arts, University of Macau. His main research … Read more

Exploration of Knowledge Graph Construction for Organic Chemistry Course

The Knowledge Graph is a structured semantic knowledge base, a concept proposed in 2012, and is an important branch of artificial intelligence. In a knowledge graph, “nodes” represent knowledge units and points, connected by “relations” to form a graph network. The course knowledge graph belongs to the specialized field knowledge graph, constructed through a professional … Read more

What Is Vision? Computer Vision? Machine Vision?

Vision (Physiological Term) Vision is a physiological term. Light acts on the visual organs, exciting sensory cells, and after processing the information through the visual nervous system, vision (vision) is produced. Through vision, humans and animals perceive the size, brightness, color, motion, and stillness of external objects, obtaining various information crucial for survival; at least … Read more

Exploring the Seven Centers of the School of Information

Exploring the Seven Centers of the School of Information

Introduction to the Academy 2021·SIST ShanghaiTech University’s School of Information Science and Technology (hereinafter referred to as “Information Academy”) is supported by the research platform of the Chinese Academy of Sciences, focusing on cutting-edge research areas such as artificial intelligence, chips (including computer architecture, circuits, and devices), virtual reality, big data, quantum communication and computing, … Read more

2021 China Computer Vision Talent Research Report

2021 China Computer Vision Talent Research Report

Artificial Intelligence Industry News The “2021 China Computer Vision Talent Research Report” is produced by Jishiang Technology and Jishi Platform, and is divided into five chapters. The first chapter presents the basic profile of computer vision talent in China; the second chapter covers the supply and demand situation of computer vision talent in the market; … Read more

Advancements in AI Technology for Lead Compound Discovery and Optimization

Advancements in AI Technology for Lead Compound Discovery and Optimization

Advancements in AI Technology for Lead Compound Discovery and Optimization Source The Journal of Pharmaceutical Sciences 2024, 59(9): 2443−2453 Authors Li Ziyue, Cong Kaiyuan, Wu Shiqi, Zhu Qihua, Xu Yungen, Zou Yi School of Pharmacy, China Pharmaceutical University Abstract In recent years, the development of artificial intelligence (AI) technology has made significant progress and has … Read more