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Multistage guidance on the diffusion model inspired by human artists’ creative thinking

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Frontiers of Information Technology & Electronic Engineering 2024年第1期25卷 170-178页

作者： Wang QI Huanghuang DENG Taihao LI AI Research Institute Zhejiang LabHangzhou 311121China Department of Computer Science and Technology Zhejiang UniversityHangzhou 310027China

Current research on text-conditional image generation shows parallel performance with ordinary painters but still has much room for improvement when compared to that of artist-ability paintings,which usually represent multilevel semantics by gathering features ofmultiple objects into one object.In a preliminary experiment,we confirm this and then seek the opinions of three groups of individuals with varying levels of art appreciation ability to determine the distinctions that exist between painters and artists.We then use these opinions to improve an artificial intelligence(AI)painting system from painter-level image generation toward artistic-level image generation.

关键词： gathering ordinary artist

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Short and Simple

ChinAfrica 2024年第3期16卷 28-31页

作者： FRIEDA LI Beijing Review

How stories from ordinary people hold extraordinary social value.During a two-week trip to my native Xinjiang Uygur Autonomous Region in northwest China,I contemplated the following question:Born and raised in the region until the age of 18,how can I tell the stories that unfold here to people on the outside?The stories of ordinary locals are very simple,to the point that many people feel they hold no real“news value.”But for those who have lived through Xinjiang’s difficult times,the present is hard-won.

关键词： ordinary outside northwest

EQUALITY IN EDUCATION

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Beijing Review 2024年第12期67卷 28-29页

作者： Tuersun Aibai the School of Journalism and Communication Xinjiang University

My personal experience can serve as a reflection.of the education situation in Xinjiang Uygur Autonomous Region.I was born into an ordinary family in a southern prefecture of Xinjiang.My father was a bank clerk and my... 详细信息

关键词： ordinary mother education

Give Meaning to Every Day

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China Book International 2024年第2期 124-125页

作者： Lin Dong 不详

This book is a poem in song form written by an author born in the 90s,which tells of youth and growth of the 90s stepping through 30 years,and noting their perception and contemplation of life.This book is a long poem,writing through the cycle of the seasons and change of days.The unchanged family,love,friendship,and the ideal of life and the thick earth under your feet makes people see that every ordinary day is worth cherishing.

关键词： unchanged ordinary Every

维普期刊数据库博看期刊评论

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Life Montages

Beijing Review 2024年第5期67卷 38-39页

作者： Li Qing 不详

0n January 23,300 workers on construction sites in Ningbo,Zhejiang Province,were treated to a free screening of This Is Life,a documentary released 10 days before.The documentary,regarded as a special New Year's film,focuses on ordinary life.It weaves together nearly 900 videos from the short-video app Kuaishou,produced by 509 people recording their lives working in factories,on construction sites,in the fields,or on highways and waterways.

关键词： Ningbo ordinary recording

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2024年高考语法填空模拟强训

疯狂英语（新策略） 2024年第3期 70-73,80页

作者：本刊试题研究中心本刊试题研究中心

Task 1 In Diaoyu Town,a special tour was conducted recently with a focus on damaged walls,old stones and ordinary-looking locations,rather than the photogenic spots 1._____(normal)favored by tourists.

关键词： walls looking ordinary

ordinary and innovation: Insights from a child psychiatrist

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Pediatric Investigation 2020年第2期4卷 77-78页

作者： Yonghua Cui Yi Zheng Department of Psychiatry Beijing Children’s HospitalCapital Medical UniversityNational Center for Children’s HealthBeijingChina Beijing Anding Hospital Capital Medical UniversityBeijingChina

“ordinary and innovation”are two words that seem incompatible.However,they are well integrated from a doctor’s perspective.It takes more years to learn as a medical student than as an ordinary college student,and the boring and mundane life of learning breed innovation.The seemingly mundane day‐to‐day patient‐treating work is full of innovation.People who withstand the ordinary can achieve innovation.Innovation shines in ordinary accumulation.In particular,for a child psychiatrist,ignorance and discrimination among others are mixed with the ordinary.This makes the flash of innovation more dazzling and valuable.

关键词： breed ordinary words

Stochastic Computational Approach for Complex Nonlinear ordinary Differential Equations

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Chinese Physics Letters 2011年第2期28卷 20-23页

作者： Junaid Ali Khan Muhammad Asif Zahoor Raja Ijaz Mansoor Qureshi Department of Electronic Engineering International Islamic UniversityIslamabadPakistan Department of Electrical Engineering Air UniversityIslamabadPakistan

We present an evolutionary computational approach for the solution of nonlinear ordinary differential equations(NLODEs).The mathematical modeling is performed by a feed-forward artificial neural network that defines an unsupervised error.The training of these networks is achieved by a hybrid intelligent algorithm,a combination of global search with genetic algorithm and local search by pattern search technique.The applicability of this approach ranges from single order NLODEs,to systems of coupled differential equations.We illustrate the method by solving a variety of model problems and present comparisons with solutions obtained by exact methods and classical numerical methods.The solution is provided on a continuous finite time interval unlike the other numerical techniques with comparable accuracy.With the advent of neuroprocessors and digital signal processors the method becomes particularly interesting due to the expected essential gains in the execution speed.

关键词： technique methods ordinary

Algebraic dynamics solutions and algebraic dynamics algorithm for nonlinear ordinary differential equations

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Science China(Physics,Mechanics & Astronomy) 2006年第6期49卷 716-728页

作者： WANG Shunjin ZHANG Hua Center of Theoretical Physics Sichuan UniversityChengdu610064China Center of Theoretical PhysicsSichuan UniversityChengdu610064China

The problem of preserving fidelity in numerical computation of nonlinear or-dinary differential equations is studied in terms of preserving local differential structure and approximating global integration structure of the dynamical system. The ordinary differen-tial equations are lifted to the corresponding partial differential equations in the framework of algebraic dynamics,and a new algorithm——algebraic dynamics algorithm is proposed based on the exact analytical solutions of the ordinary differential equations by the alge-braic dynamics method. In the new algorithm,the time evolution of the ordinary differential system is described locally by the time translation operator and globally by the time evo-lution operator. The exact analytical piece-like solution of the ordinary differential equa-tions is expressd in terms of Taylor series with a local convergent radius,and its finite order truncation leads to the new numerical algorithm with a controllable precision better than Runge Kutta Algorithm and Symplectic Geometric Algorithm.

关键词： exact algebraic dynamics solutions of ordinary differential equations,algebraic dynamics algorithm,preserving fidelity geometrically and dynamically.